{"id":20207,"date":"2026-09-29T09:49:07","date_gmt":"2026-09-29T13:49:07","guid":{"rendered":"https:\/\/wp.glbgpt.com\/?p=20207"},"modified":"2026-09-29T09:49:08","modified_gmt":"2026-09-29T13:49:08","slug":"nasa-ibm-lunar-foundation-model","status":"publish","type":"post","link":"https:\/\/wp.glbgpt.com\/zh-hk\/hub\/nasa-ibm-lunar-foundation-model","title":{"rendered":"NASA-IBM \u6708\u7403\u57fa\u790e\u6a21\u578b\uff1a\u7528\u9014\u3001\u6210\u679c\u8207\u5b58\u53d6\u65b9\u5f0f"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>NASA-IBM \u6708\u7403\u57fa\u790e\u6a21\u578b\uff08Lunar Foundation Model\uff09\u662f\u4e00\u500b\u7528\u65bc\u5206\u6790\u6708\u7403\u89c0\u6e2c\u8cc7\u6599\u7684\u958b\u653e\u5f0f\u4eba\u5de5\u667a\u6167\u6a21\u578b\u3002.<\/strong> \u8a72\u6280\u8853\u65bc 2026 \u5e74 9 \u6708 10 \u65e5\u516c\u5e03\uff0c\u53ef\u7d93\u8abf\u6574\u7528\u65bc\u5075\u6e2c\u9695\u77f3\u5751\u3001\u52fe\u52d2\u706b\u5c71\u5730\u8c8c\u8f2a\u5ed3\uff0c\u4e26\u9810\u6e2c\u51b0\u8cc7\u6e90\u6f5b\u529b\u5716\u4e2d\u7684\u6a21\u5f0f\u3002 \u64da\u5831\u5c0e\uff0c\u5176\u9032\u5c55\u4e3b\u8981\u9ad4\u73fe\u5728\u7279\u5b9a\u7814\u7a76\u57fa\u6e96\u4e0a\uff1a\u95dc\u65bc\u51b0\u7684\u95dc\u9375\u6210\u679c\u5728\u65bc\u9810\u6e2c\u8aa4\u5dee\u964d\u4f4e\uff0c\u800c\u975e\u767c\u73fe\u6708\u7403\u4e0a\u5b58\u5728\u66f4\u591a\u6c34\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u5b78\u751f\u548c\u7814\u7a76\u4eba\u54e1\u800c\u8a00\uff0c\u6709\u7528\u7684\u8d77\u9ede\u662f <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u5b98\u65b9\u6a21\u578b\u5361<\/a>, \u3001\u6280\u8853\u5831\u544a\u4ee5\u53ca\u5df2\u516c\u958b\u7684\u7a0b\u5f0f\u78bc\u3002\u9019\u4e9b\u8cc7\u6599\u5171\u540c\u95e1\u8ff0\u4e86\u6a21\u578b\u6240\u5b78\u7fd2\u7684\u5167\u5bb9\u3001\u8a55\u4f30\u7684\u4efb\u52d9\uff0c\u4ee5\u53ca\u60a8\u9700\u8981\u54ea\u4e9b\u8cc7\u6e90\u624d\u80fd\u5efa\u7acb\u81ea\u5df1\u7684\u5be6\u9a57\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u7684\u9996\u8981\u4efb\u52d9\u662f\u7406\u89e3\u9019\u9805\u7814\u7a76\uff0c, <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_content_home&amp;login=1\">GlobalGPT<\/a> \u5c07\u8cc7\u6599\u4f86\u6e90\u63a2\u7d22\u3001\u6587\u737b\u5206\u6790\u3001\u63a8\u7406\u8207\u5beb\u4f5c\u6574\u5408\u81f3\u55ae\u4e00\u7684\u591a\u6a21\u614b\u5de5\u4f5c\u5340\u4e2d\u3002\u900f\u904e\u55ae\u4e00\u8a02\u95b1\u65b9\u6848\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u7a2e\u7d93\u6fdf\u5be6\u60e0\u7684\u65b9\u5f0f\uff0c\u8b93\u4f7f\u7528\u8005\u80fd\u5f9e\u4e0d\u719f\u6089\u7684\u79d1\u5b78\u8853\u8a9e\u9010\u6b65\u8f49\u5316\u70ba\u6e05\u6670\u7684\u7814\u7a76\u7c21\u5831\u3002.<\/p>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"645\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-1024x645.png\" alt=\"globalgpt \u5100\u8868\u677f\" class=\"wp-image-19280\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-1024x645.png 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-300x189.png 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-18x11.png 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-767x483.png 767w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-1536x967.png 1536w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-2048x1289.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-3e41869c wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\" style=\"background:linear-gradient(135deg,rgba(250,183,0,0.55) 0%,rgba(255,106,0,0.66) 96%)\"><strong>\u5728 GlobalGPT \u4e0a\u8a66\u7528 100 \u591a\u7a2e\u9802\u7d1a\u6a21\u578b<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<nav class=\"glb-lunar-toc\" aria-label=\"\u76ee\u9304\" style=\"box-sizing:border-box;margin:32px 0;padding:22px;border:1px solid #b9cbd7;border-radius:6px;background:#f4f8fb;color:#173b4b;max-width:100%;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><p class=\"glb-lunar-toc-title\" style=\"box-sizing:border-box;margin:0 0 14px;font-size:1.05rem;font-weight:750;color:#173b4b\">\u63a2\u7d22\u6708\u7403\u6a21\u578b<\/p><ol style=\"box-sizing:border-box;display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:10px 30px;padding-left:23px;margin:0\"><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#what-is-it\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u4ec0\u9ebc\u662f NASA-IBM \u6708\u7403\u57fa\u790e\u6a21\u578b\uff1f<\/a><\/li><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#data-and-design\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u5b83\u662f\u5f9e\u54ea\u4e9b\u8cc7\u6599\u4e2d\u5b78\u7fd2\u7684\uff1f<\/a><\/li><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#what-it-can-do\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u5b83\u53ef\u652f\u63f4\u7684\u4e09\u9805\u4efb\u52d9<\/a><\/li><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#benchmarks\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u57fa\u6e96\u6e2c\u8a66\u7d50\u679c\u7684\u610f\u7fa9<\/a><\/li><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#access-and-cost\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u54ea\u88e1\u53ef\u4ee5\u53d6\u5f97\uff0c\u4ee5\u53ca\u4f7f\u7528\u8cbb\u7528\u662f\u591a\u5c11<\/a><\/li><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#research-workflow\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u904b\u7528\u4eba\u5de5\u667a\u6167\u4f86\u7406\u89e3\u9019\u9805\u7814\u7a76<\/a><\/li><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#limitations\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u5be6\u52d9\u4e0a\u91cd\u8981\u7684\u9650\u5236<\/a><\/li><li style=\"box-sizing:border-box;margin:0;line-height:1.55;color:#274756\"><a href=\"#faq\" style=\"box-sizing:border-box;color:#12516a;text-decoration:underline;text-underline-offset:3px;overflow-wrap:anywhere\">\u5e38\u898b\u554f\u984c<\/a><\/li><\/ol><\/nav>\n\n\n\n<h2 id=\"what-is-it\" class=\"wp-block-heading\">\u4ec0\u9ebc\u662f NASA-IBM \u6708\u7403\u57fa\u790e\u6a21\u578b\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/science.nasa.gov\/science-research\/artificial-intelligence-lunar-foundation-model\/\">\u7f8e\u570b\u570b\u5bb6\u822a\u7a7a\u66a8\u592a\u7a7a\u7e3d\u7f72\uff08NASA\uff09\u7684\u8072\u660e<\/a> \u8a72\u5c08\u6848\u88ab\u4ecb\u7d39\u70ba\u6708\u7403\u79d1\u5b78\u7684\u57fa\u790e\u6a21\u578b\uff0c\u7531 IBM \u5171\u540c\u958b\u767c\u3002\u57fa\u790e\u6a21\u578b\u6703\u5f9e\u9f90\u5927\u7684\u8cc7\u6599\u96c6\u5408\u4e2d\u5b78\u7fd2\u53ef\u91cd\u8907\u4f7f\u7528\u7684\u6a21\u5f0f\uff1b\u7814\u7a76\u4eba\u54e1\u96a8\u5f8c\u5c07\u9019\u4e9b\u6a21\u5f0f\u61c9\u7528\u65bc\u66f4\u72f9\u7fa9\u7684\u4efb\u52d9\u3002\u5728\u6b64\uff0c\u8cc7\u6599\u4f86\u6e90\u662f\u6708\u7403\u9059\u611f\u8cc7\u6599\uff0c\u800c\u975e\u65e5\u5e38\u8a9e\u8a00\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NASA-IBM LFM \u63a1\u7528\u57fa\u65bc ViT-B \u67b6\u69cb\u7684\u8996\u89ba\u8b8a\u63db\u5668\uff08Vision Transformer\uff09\u7de8\u78bc\u5668\u8207\u89e3\u78bc\u5668\u3002\u5176\u8f38\u5165\u5305\u542b\u4e0d\u540c\u7a7a\u9593\u89e3\u6790\u5ea6\u7684\u5f71\u50cf\u53ca\u5176\u4ed6\u89c0\u6e2c\u7522\u54c1\u3002\u79d1\u5b78\u5bb6\u53ef\u5c07\u751f\u6210\u7684\u8868\u5fb5\u61c9\u7528\u65bc\u5075\u6e2c\u3001\u5206\u5272\u6216\u8ff4\u6b78\u2014\u2014\u9019\u4e09\u7a2e\u65b9\u6cd5\u5206\u5225\u7528\u65bc\u5c0b\u627e\u7269\u4ef6\u3001\u52fe\u52d2\u5340\u57df\u8f2a\u5ed3\u4ee5\u53ca\u9810\u6e2c\u6578\u503c\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1440\" height=\"900\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/nasa-lunar-announcement-20260928_78ea7b61cc404657b5112e2a8bea709a.webp\" alt=\"\u7f8e\u570b\u570b\u5bb6\u822a\u7a7a\u66a8\u592a\u7a7a\u7e3d\u7f72\uff08NASA\uff09\u767c\u5e03\u516c\u544a\uff0c\u4ecb\u7d39\u5c08\u70ba\u6708\u7403\u79d1\u5b78\u6240\u958b\u767c\u7684\u300cNASA-IBM \u6708\u7403\u57fa\u790e\u6a21\u578b\u300d\u3002.\" class=\"wp-image-20212\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/nasa-lunar-announcement-20260928_78ea7b61cc404657b5112e2a8bea709a.webp 1440w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/nasa-lunar-announcement-20260928_78ea7b61cc404657b5112e2a8bea709a-300x188.webp 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/nasa-lunar-announcement-20260928_78ea7b61cc404657b5112e2a8bea709a-1024x640.webp 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/nasa-lunar-announcement-20260928_78ea7b61cc404657b5112e2a8bea709a-768x480.webp 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/nasa-lunar-announcement-20260928_78ea7b61cc404657b5112e2a8bea709a-18x12.webp 18w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/science.nasa.gov\/science-research\/artificial-intelligence-lunar-foundation-model\/\">\u7f8e\u570b\u592a\u7a7a\u7e3d\u7f72\uff08NASA\uff09\u516c\u5e03\u4e86\u6708\u7403\u6a21\u578b<\/a> \u5c07\u65bc 2026 \u5e74 9 \u6708 10 \u65e5\u958b\u653e\uff0c\u4e26\u63d0\u4f9b\u516c\u958b\u7684\u6a21\u578b\u8207\u7a0b\u5f0f\u78bc\u5b58\u53d6\u6b0a\u9650\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4f7f\u5f97\u8a72\u767c\u5e03\u7248\u672c\u5c0d\u5f9e\u4e8b\u6708\u7403\u5730\u5716\u5de5\u4f5c\u7684\u5718\u968a\uff0c\u4ee5\u53ca\u7814\u7fd2\u884c\u661f\u6a5f\u5668\u5b78\u7fd2\u7684\u5b78\u751f\u90fd\u9817\u5177\u5be6\u7528\u50f9\u503c\u3002\u5c0d\u65bc\u4efb\u4f55\u5e0c\u671b\u4e86\u89e3\u79d1\u5b78\u578b AI \u6a21\u578b\u5982\u4f55\u9032\u884c\u8a55\u4f30\u7684\u4eba\u4f86\u8aaa\uff0c\u95b1\u8b80\u6b64\u5c08\u6848\u4e5f\u9817\u6709\u6536\u7a6b\u3002\u4e0d\u904e\uff0c\u4f7f\u7528\u5176\u6aa2\u67e5\u9ede\u5c6c\u65bc\u7814\u7a76\u904b\u7b97\u5de5\u4f5c\u6d41\u7a0b\uff0c\u800c\u975e\u804a\u5929\u5c0d\u8a71\u3002.<\/p>\n\n\n\n<h2 id=\"data-and-design\" class=\"wp-block-heading\">\u5b83\u662f\u5f9e\u54ea\u4e9b\u8cc7\u6599\u4e2d\u5b78\u7fd2\u7684\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7684 <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u6a21\u578b\u5361<\/a> \u63cf\u8ff0\u4e86 SomBench \u8a13\u7df4\u8cc7\u6599\uff1a963,609 \u7d44\u5ee3\u89d2\u76f8\u6a5f\uff08WAC\uff09\u5716\u584a\u675f\u8207 1,000,113 \u7d44\u7a84\u89d2\u76f8\u6a5f\uff08NAC\uff09\u5716\u584a\u675f\u3002 \u5ee3\u89d2\u76f8\u6a5f\uff08WAC\uff09\u7684\u5c3a\u5ea6\u7d04\u70ba\u6bcf\u50cf\u7d20 100 \u516c\u5c3a\uff1b\u7a84\u89d2\u76f8\u6a5f\uff08NAC\uff09\u7684\u5c3a\u5ea6\u7d04\u70ba\u6bcf\u50cf\u7d20 1 \u516c\u5c3a\u3002\u9019\u4f7f\u5f97\u6a21\u578b\u80fd\u5920\u5728\u7d04\u5169\u767e\u842c\u500b\u5716\u584a\u675f\u4e2d\uff0c\u540c\u6642\u638c\u63e1\u66f4\u5ee3\u95ca\u7684\u5730\u5f62\u8108\u7d61\u8207\u66f4\u7d30\u81a9\u7684\u8868\u9762\u7d30\u7bc0\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/newsroom.ibm.com\/2026-09-10-ibm-and-nasa-release-open-source-ai-model-to-support-lunar-exploration\">IBM \u95e1\u8ff0\u4e86\u66f4\u5ee3\u6cdb\u7684\u6578\u64da\u8cc7\u6e90<\/a> \u5305\u542b\u4f86\u81ea\u56db\u500b\u4efb\u52d9\u3001\u4e5d\u7a2e\u5100\u5668\u7684\u8d85\u904e 30 \u500b\u5c0d\u9f4a\u5716\u5c64\u3002\u6a21\u578b\u5361\u7247\u6307\u5b9a\u4e86 11 \u7a2e\u8f38\u5165\u6a21\u5f0f\u3002\u9019\u4e9b\u5716\u8868\u63cf\u8ff0\u4e86\u8cc7\u6599\u8655\u7406\u6d41\u7a0b\u7684\u4e0d\u540c\u968e\u6bb5\uff1a\u4f86\u6e90\u5716\u5c64\u3001\u5c01\u88dd\u597d\u7684\u8a13\u7df4\u7bc4\u4f8b\uff0c\u4ee5\u53ca\u6a21\u578b\u6240\u7de8\u78bc\u7684\u8f38\u5165\u985e\u578b\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-data\" aria-label=\"\u6708\u7403\u6578\u64da\u8207\u6a21\u578b\u8f38\u5165\u53c3\u6578\" style=\"box-sizing:border-box;margin:28px 0;padding:24px;background:#f1f6f5;border:1px solid #bad0cb;border-radius:6px;color:#183d38;max-width:100%;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><p class=\"glb-lunar-data-title\" style=\"box-sizing:border-box;color:#173e37;line-height:1.6;margin:0 0 18px;font-weight:750;font-size:1.2rem\">\u4e00\u500b\u5c08\u6848\uff0c\u4e09\u7a2e\u4e0d\u540c\u7684\u8a08\u6578\u55ae\u4f4d<\/p><div class=\"glb-lunar-data-grid\" style=\"box-sizing:border-box;display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:12px\"><div class=\"glb-lunar-data-step\" style=\"box-sizing:border-box;min-width:0;background:#fff;border:1px solid #c2d5cf;padding:16px;border-radius:4px\"><span class=\"glb-lunar-data-number\" style=\"box-sizing:border-box;display:block;color:#12594d;font-size:1.55rem;font-weight:750;margin-bottom:8px\">30 \u591a\u500b\u539f\u59cb\u5716\u5c64<\/span><p style=\"box-sizing:border-box;color:#294e45;line-height:1.6;margin:8px 0\">IBM \u63cf\u8ff0\u4e86\u4e00\u9805\u7531\u6a6b\u8de8\u56db\u9805\u4efb\u52d9\u7684\u4e5d\u53f0\u5100\u5668\u6240\u5f59\u6574\u800c\u6210\u7684\u6578\u64da\u8cc7\u6e90\u3002.<\/p><\/div><div class=\"glb-lunar-data-step\" style=\"box-sizing:border-box;min-width:0;background:#fff;border:1px solid #c2d5cf;padding:16px;border-radius:4px\"><span class=\"glb-lunar-data-number\" style=\"box-sizing:border-box;display:block;color:#12594d;font-size:1.55rem;font-weight:750;margin-bottom:8px\">1,963,722 \u6346<\/span><p style=\"box-sizing:border-box;color:#294e45;line-height:1.6;margin:8px 0\">963,609 \u5957 WAC \u6559\u6750\u5305\u8207 1,000,113 \u5957 NAC \u6559\u6750\u5305\uff0c\u63d0\u4f9b\u4e86\u5169\u7a2e\u898f\u683c\u7684\u57f9\u8a13\u6559\u6750\u3002.<\/p><\/div><div class=\"glb-lunar-data-step\" style=\"box-sizing:border-box;min-width:0;background:#fff;border:1px solid #c2d5cf;padding:16px;border-radius:4px\"><span class=\"glb-lunar-data-number\" style=\"box-sizing:border-box;display:block;color:#12594d;font-size:1.55rem;font-weight:750;margin-bottom:8px\">11 \u7a2e\u8f38\u5165\u6a21\u5f0f<\/span><p style=\"box-sizing:border-box;color:#294e45;line-height:1.6;margin:8px 0\">\u8a72\u6a21\u578b\u6574\u5408\u4e86\u5404\u985e\u89c0\u6e2c\u8cc7\u6599\uff0c\u5305\u62ec\u5f71\u50cf\u53ca\u5730\u5f62\u7522\u54c1\u3002.<\/p><\/div><\/div><p class=\"glb-lunar-data-note\" style=\"box-sizing:border-box;color:#35584f;line-height:1.6;margin:16px 0 0;font-size:.9rem\">\u4f86\u6e90\u5716\u5c64\u3001\u5716\u584a\u96c6\u5408\u548c\u8f38\u5165\u6a21\u614b\u6240\u8a08\u91cf\u7684\u5167\u5bb9\u5404\u4e0d\u76f8\u540c\u3002\u4f86\u6e90\uff1a <a href=\"https:\/\/newsroom.ibm.com\/2026-09-10-ibm-and-nasa-release-open-source-ai-model-to-support-lunar-exploration\" style=\"box-sizing:border-box;color:#10594e;text-decoration:underline\">IBM \u7684\u8cc7\u6599\u96c6\u8aaa\u660e<\/a> \u548c <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\" style=\"box-sizing:border-box;color:#10594e;text-decoration:underline\">\u5b98\u65b9\u6a21\u578b\u5361<\/a>.<\/p><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u7167\u660e\u4e5f\u662f\u8a2d\u8a08\u7684\u4e00\u90e8\u5206\u3002\u6a21\u578b\u6703\u5c07\u89c0\u5bdf\u5e7e\u4f55\u8cc7\u8a0a\uff08\u5305\u62ec\u7167\u660e\u89d2\u5ea6\uff09\u4f5c\u70ba\u986f\u5f0f\u80cc\u666f\u8cc7\u8a0a\u63a5\u6536\u3002\u9019\u6709\u52a9\u65bc\u5340\u5206\u8868\u9762\u5728\u7279\u5b9a\u7167\u660e\u689d\u4ef6\u4e0b\u7684\u5916\u89c0\uff0c\u8207\u5176\u6b63\u5728\u5b78\u7fd2\u7684\u5e95\u5c64\u5730\u5f62\u6a21\u5f0f\u4e4b\u9593\u7684\u5dee\u7570\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u500b\u4ee3\u8868\u7d04 100 \u516c\u5c3a\u5730\u5f62\u7684\u50cf\u7d20\uff0c\u7121\u6cd5\u5c55\u73fe\u8207\u4ee3\u8868\u7d04 1 \u516c\u5c3a\u5730\u5f62\u7684\u50cf\u7d20\u76f8\u540c\u7684\u7d30\u7bc0\u3002\u6b63\u56e0\u5982\u6b64\uff0cWAC \u8207 NAC \u62cd\u651d\u7684\u9695\u77f3\u5751\u89c0\u6e2c\u7d50\u679c\u503c\u5f97\u5206\u5225\u63a2\u8a0e\u3002\u5728\u5ee3\u57df\u5f71\u50cf\u4e0a\u53d6\u5f97\u7684\u9032\u5c55\uff0c\u4e26\u4e0d\u4ee3\u8868\u5728\u5fae\u5c0f\u5730\u8868\u7279\u5fb5\u4e0a\u4e5f\u80fd\u53d6\u5f97\u540c\u7b49\u7a0b\u5ea6\u7684\u9032\u5c55\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u5c08\u6848\u9075\u5faa TerraMind \u7684\u9810\u8a13\u7df4\u65b9\u6cd5\uff0c\u4f46\u5b8c\u5168\u5f9e\u982d\u958b\u59cb\u4f7f\u7528\u6708\u7403\u8cc7\u6599\u9032\u884c\u8a13\u7df4\u3002\u56e0\u6b64\uff0c\u61c9\u5c07\u5176\u8996\u70ba\u5c08\u70ba\u6708\u7403\u89c0\u6e2c\u6240\u5efa\u69cb\u7684\u6a21\u578b\uff0c\u800c\u975e\u50c5\u662f\u66f4\u540d\u5f8c\u7684\u5730\u7403\u89c0\u6e2c\u6aa2\u67e5\u9ede\u3002\u95dc\u9375\u554f\u984c\u5728\u65bc\uff0c\u5176\u5b78\u7fd2\u5230\u7684\u8868\u5fb5\u5982\u4f55\u6709\u52a9\u65bc\u7279\u5b9a\u6708\u7403\u4efb\u52d9\u3002.<\/p>\n\n\n\n<h2 id=\"what-it-can-do\" class=\"wp-block-heading\">\u5b83\u53ef\u652f\u63f4\u7684\u4e09\u9805\u4efb\u52d9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5df2\u767c\u8868\u7684\u8a55\u4f30\u6db5\u84cb\u4e09\u985e\u4efb\u52d9\u3002\u6bcf\u985e\u4efb\u52d9\u7522\u751f\u7684\u7b54\u6848\u985e\u578b\u5404\u4e0d\u76f8\u540c\uff0c\u56e0\u6b64\u300c\u8f03\u597d\u300d\u7684\u5b9a\u7fa9\u6703\u96a8\u8457\u4efb\u52d9\u800c\u6539\u8b8a\u3002.<\/p>\n\n\n\n<div class=\"glb-lunar-table\" style=\"max-width:100%;overflow-x:auto;margin:28px 0;border:1px solid #c9d6df;border-radius:4px;box-sizing:border-box;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><table style=\"border-collapse:collapse;width:100%;min-width:590px;font-size:.94rem;line-height:1.6\"><thead><tr><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u4efb\u52d9<\/th><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u8f38\u51fa<\/th><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u8a72\u7d50\u679c\u80fd\u652f\u6301\u4ec0\u9ebc<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u9695\u77f3\u5751\u5075\u6e2c<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">WAC \u6216 NAC \u5f71\u50cf\u4e2d\u9695\u77f3\u5751\u5468\u570d\u7684\u908a\u754c\u6846<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u6bd4\u8f03\u63a2\u6e2c\u5668\u5728\u5c0b\u627e\u53ca\u5b9a\u4f4d\u6a19\u8a18\u9695\u77f3\u5751\u65b9\u9762\u7684\u8868\u73fe\u3002.<\/td><\/tr><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u4e0d\u898f\u5247\u6bcd\u99ac\u6591\u7684\u5206\u5272<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u706b\u5c71\u5730\u8868\u7279\u5fb5\u7684\u50cf\u7d20\u7d1a\u8f2a\u5ed3<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u7814\u7a76\u9810\u6e2c\u5340\u57df\u8207\u6a19\u8a18\u7279\u5fb5\u908a\u754c\u7684\u543b\u5408\u7a0b\u5ea6\u3002.<\/td><\/tr><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u6975\u5730\u51b0\u5c64\u52d8\u63a2\u6f5b\u529b\u8ff4\u6b78\u5206\u6790<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u77e5\u8b58\u9a45\u52d5\u7684\u524d\u77bb\u6027\u5730\u5716\u4e4b\u9023\u7e8c\u9810\u6e2c<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u91dd\u5c0d\u53ef\u80fd\u51fa\u73fe\u7684\u8207\u51b0\u76f8\u95dc\u7684\u72c0\u6cc1\uff0c\u7814\u7a76\u8207\u5efa\u6a21\u76ee\u6a19\u4e4b\u9593\u7684\u543b\u5408\u5ea6\u3002.<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u706b\u5c71\u53e3\u5075\u6e2c\u8207\u706b\u5c71\u5730\u8c8c\u5206\u5272\u6709\u52a9\u65bc\u7814\u7a76\u4eba\u54e1\u6574\u7406\u548c\u5206\u6790\u5f71\u50cf\u3002\u5176\u5be6\u7528\u6027\u53d6\u6c7a\u65bc\u6a19\u7c64\u3001\u6bd4\u4f8b\u5c3a\u53ca\u8a55\u4f30\u5340\u57df\u3002\u5373\u4f7f\u67d0\u500b\u6a21\u578b\u5728\u65e2\u5b9a\u7684\u6e2c\u8a66\u96c6\u4e0a\u8868\u73fe\u512a\u7570\uff0c\u4ecd\u9700\u91dd\u5c0d\u65b0\u5c08\u6848\u7684\u6578\u64da\u53ca\u79d1\u5b78\u554f\u984c\u9032\u884c\u8a55\u4f30\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u51b0\u5c64\u6f5b\u529b\u9700\u8981\u6700\u8b39\u614e\u7684\u89e3\u8b80\u3002.<\/strong> \u8a72\u76ee\u6a19\u662f\u7e6a\u88fd\u4e00\u5f35\u4ee5\u77e5\u8b58\u70ba\u57fa\u790e\u3001\u6a19\u793a\u51b0\u5c64\u53ef\u80fd\u5b58\u5728\u4f4d\u7f6e\u7684\u5730\u5716\uff0c\u800c\u975e\u5c0d\u51b0\u5c64\u6c89\u7a4d\u91cf\u7684\u76f4\u63a5\u6e2c\u91cf\u3002\u82e5\u89c0\u6e2c\u7d50\u679c\u8207\u8a72\u5730\u5716\u7684\u543b\u5408\u5ea6\u66f4\u9ad8\uff0c\u5c07\u6709\u52a9\u65bc\u91dd\u5c0d\u51b0\u5c64\u5206\u5e03\u6a21\u5f0f\u53ca\u6f5b\u5728\u5340\u57df\u9032\u884c\u7814\u7a76\u3002\u9019\u4e26\u4e0d\u610f\u5473\u8457\u5df2\u767c\u73fe\u984d\u5916\u7684\u6c34\u8cc7\u6e90\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"760\" height=\"500\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-intended-use-20260928_45c0828921cb4df7a9802ad5b4edb59a.webp\" alt=\"\u5b98\u65b9\u6708\u7403\u6a21\u578b\u5361\uff0c\u8aaa\u660e\u51b0\u5c64\u63a2\u52d8\u9810\u6e2c\u7684\u7814\u7a76\u7528\u9014\u8207\u9650\u5236\u3002.\" class=\"wp-image-20213\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-intended-use-20260928_45c0828921cb4df7a9802ad5b4edb59a.webp 760w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-intended-use-20260928_45c0828921cb4df7a9802ad5b4edb59a-300x197.webp 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-intended-use-20260928_45c0828921cb4df7a9802ad5b4edb59a-18x12.webp 18w\" sizes=\"(max-width: 760px) 100vw, 760px\" \/><figcaption class=\"wp-element-caption\">\u7684 <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u5b98\u65b9\u6a21\u578b\u5361<\/a> \u5c07\u51b0\u5c64\u6f5b\u529b\u5b9a\u7fa9\u70ba\u5efa\u6a21\u76ee\u6a19\uff0c\u4e26\u6392\u9664\u8457\u9678\u9ede\u8a8d\u8b49\u3002.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"benchmarks\" class=\"wp-block-heading\">\u57fa\u6e96\u6e2c\u8a66\u7d50\u679c\u7684\u610f\u7fa9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7684 <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\/blob\/main\/NI_LFM_Technical_Report.pdf\">\u6280\u8853\u5831\u544a<\/a> \u63d0\u4f9b\u4e86\u4e94\u7d44\u96a8\u6a5f\u521d\u59cb\u503c\u4e0b\u7684\u5e73\u5747\u503c\u8207\u6a19\u6e96\u5dee\u3002\u5176\u7d50\u679c\u5c07\u8abf\u6574\u904e\u7684\u300c\u6708\u7403\u6a21\u578b\u300d\u914d\u7f6e\u8207\u7279\u5b9a\u300c\u8996\u89ba\u6a21\u578b\u300d\u57fa\u6e96\u9032\u884c\u4e86\u6bd4\u8f03\u3002\u6211\u5011\u67e5\u95b1\u4e86\u5df2\u767c\u8868\u7684\u8868\u683c\uff1b\u4f46\u4e26\u672a\u91cd\u73fe\u9019\u4e9b\u300c\u6708\u7403\u300d\u5be6\u9a57\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u6307\u6a19\u7528\u4ee5\u56de\u7b54\u4e0d\u540c\u7684\u554f\u984c\u3002 \u5e73\u5747\u7cbe\u78ba\u5ea6 (mAP) \u7528\u65bc\u8a55\u4f30\u7269\u4ef6\u5075\u6e2c\u6548\u679c\uff1b\u4ea4\u96c6\u7387 (IoU) \u7528\u65bc\u8861\u91cf\u9810\u6e2c\u5340\u57df\u8207\u6a19\u8a18\u5340\u57df\u4e4b\u9593\u7684\u91cd\u758a\u7a0b\u5ea6\uff1b\u5747\u65b9\u6839\u8aa4\u5dee (RMSE) \u5247\u7528\u65bc\u8861\u91cf\u6578\u503c\u9810\u6e2c\u8aa4\u5dee\u3002mAP \u548c IoU \u6578\u503c\u8d8a\u9ad8\u8d8a\u597d\uff0c\u800c RMSE \u6578\u503c\u8d8a\u4f4e\u8d8a\u597d\u3002\u9019\u4e9b\u6307\u6a19\u4e0d\u61c9\u5408\u4f75\u6210\u55ae\u4e00\u7684\u6e96\u78ba\u5ea6\u5206\u6578\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"680\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-benchmarks-20260928_ce8b39a4f9d94857b7917f4ff77d7e9f.webp\" alt=\"\u5b98\u65b9\u57fa\u6e96\u6e2c\u8a66\u8868\uff0c\u7528\u4ee5\u6bd4\u8f03\u6708\u7403\u6a21\u578b\u8207 ImageNet \u9810\u8a13\u7df4\u57fa\u6e96\u6a21\u578b\u3002.\" class=\"wp-image-20211\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-benchmarks-20260928_ce8b39a4f9d94857b7917f4ff77d7e9f.webp 850w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-benchmarks-20260928_ce8b39a4f9d94857b7917f4ff77d7e9f-300x240.webp 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-benchmarks-20260928_ce8b39a4f9d94857b7917f4ff77d7e9f-768x614.webp 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-model-benchmarks-20260928_ce8b39a4f9d94857b7917f4ff77d7e9f-15x12.webp 15w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><figcaption class=\"wp-element-caption\">\u7684 <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u4f5c\u8005\u57fa\u6e96\u5c0d\u7167\u8868<\/a> \u5831\u544a\u6307\u51fa\uff0c\u51b0\u5c64\u63a2\u52d8\u6f5b\u529b\u6709\u6240\u63d0\u5347\uff0c\u4e14\u5728\u7c73\u7d1a\u898f\u6a21\u7684\u9695\u77f3\u5751\u8207\u706b\u5c71\u5730\u8c8c\u65b9\u9762\uff0c\u4e5f\u7372\u5f97\u4e86\u76f8\u8fd1\u7684\u7d50\u679c\u3002.<\/figcaption><\/figure>\n\n\n\n<section class=\"glb-lunar-results\" aria-label=\"\u4f5c\u8005\u5831\u544a\u7684\u6708\u7403\u6a21\u578b\u57fa\u6e96\u6e2c\u8a66\" style=\"box-sizing:border-box;margin:30px 0;padding:24px;background:#102c3b;border:1px solid #244f61;border-radius:6px;color:#f0f7fa;font:inherit;max-width:100%;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><p class=\"glb-lunar-results-title\" style=\"box-sizing:border-box;color:#fff;line-height:1.35;margin:0 0 9px;font-size:1.3rem;font-weight:750\">\u51b0\u5c64\u6f5b\u5728\u6027\u8aa4\u5dee\uff1a\u8fc4\u4eca\u5831\u544a\u4e2d\u6700\u986f\u8457\u7684\u6539\u5584<\/p><p style=\"box-sizing:border-box;color:#e0edf3;line-height:1.65;margin:12px 0\">RMSE \u5f9e <strong style=\"box-sizing:border-box;color:#fff\">0.0377 \u81f3 0.0293<\/strong> \u91dd\u5c0d SwinV2-B\uff0c\u4e00\u7a2e <strong style=\"box-sizing:border-box;color:#fff\">22.3% \u76f8\u5c0d\u6e1b\u5e45<\/strong>. RMSE \u503c\u8d8a\u4f4e\uff0c\u8868\u793a\u8207\u57fa\u6e96\u51b0\u5c64\u6f5b\u529b\u5716\u7684\u4e00\u81f4\u6027\u8d8a\u9ad8\u3002.<\/p><div class=\"glb-lunar-results-bars\" style=\"box-sizing:border-box;margin:22px 0\"><div class=\"glb-lunar-results-label\" style=\"box-sizing:border-box;display:flex;justify-content:space-between;gap:12px;color:#e9f5f9;font-size:.94rem;margin:15px 0 7px\"><span style=\"box-sizing:border-box\">SwinV2-B \u00b7 ImageNet \u9810\u8a13\u7df4\u6a21\u578b<\/span><span style=\"box-sizing:border-box\">0.0377 \u00b1 0.0004<\/span><\/div><div class=\"glb-lunar-results-track\" aria-hidden=\"true\" style=\"box-sizing:border-box;height:15px;background:#264454;border-radius:2px\"><div class=\"glb-lunar-results-bar\" style=\"box-sizing:border-box;height:15px;background:#9bc9dd;border-radius:2px;width:100%\"><\/div><\/div><div class=\"glb-lunar-results-label\" style=\"box-sizing:border-box;display:flex;justify-content:space-between;gap:12px;color:#e9f5f9;font-size:.94rem;margin:15px 0 7px\"><span style=\"box-sizing:border-box\">NASA-IBM LFM \u00b7 \u5b8c\u6574\u5fae\u8abf<\/span><span style=\"box-sizing:border-box\">0.0293 \u00b1 0.0013<\/span><\/div><div class=\"glb-lunar-results-track\" aria-hidden=\"true\" style=\"box-sizing:border-box;height:15px;background:#264454;border-radius:2px\"><div class=\"glb-lunar-results-bar glb-lunar-results-bar-lfm\" style=\"box-sizing:border-box;height:15px;background:#f5c56d;border-radius:2px;width:77.7188%\"><\/div><\/div><\/div><p class=\"glb-lunar-results-note\" style=\"box-sizing:border-box;color:#c7dce6;line-height:1.65;margin:12px 0;font-size:.89rem\">RMSE\uff0c\u6578\u503c\u8d8a\u4f4e\u8d8a\u597d\u3002\u67f1\u72c0\u5716\u4ee5\u96f6\u70ba\u8d77\u9ede\u3002\u6578\u64da\u70ba\u4e94\u6b21\u96a8\u6a5f\u521d\u59cb\u5316\u5be6\u9a57\u7684\u5e73\u5747\u503c \u00b1 \u6a19\u6e96\u5dee\u3002\u76ee\u6a19\u662f\u4e00\u5f35\u5efa\u6a21\u6240\u5f97\u7684\u524d\u77bb\u6027\u5730\u5716\uff0c\u800c\u975e\u5c0d\u51b0\u5c64\u7684\u6e2c\u91cf\u7d50\u679c\u3002.<\/p><div class=\"glb-lunar-results-scroll\" role=\"region\" aria-label=\"\u5176\u4ed6\u6708\u7403\u57fa\u6e96\u6e2c\u8a66\u7d50\u679c\" tabindex=\"0\" style=\"box-sizing:border-box;max-width:100%;overflow-x:auto;margin-top:22px\"><table style=\"box-sizing:border-box;border-collapse:collapse;width:100%;min-width:650px;color:#e4eff4;background:#102c3b;font-size:.86rem\"><thead style=\"box-sizing:border-box\"><tr style=\"box-sizing:border-box\"><th style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#fff;background:#1d3d4d;line-height:1.5;font-weight:700;border:1px solid #c6d6d0\">\u4efb\u52d9\u8207\u8cc7\u6599<\/th><th style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#fff;background:#1d3d4d;line-height:1.5;font-weight:700;border:1px solid #c6d6d0\">\u5ea6\u91cf\u6a19\u6e96 \u2191<\/th><th style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#fff;background:#1d3d4d;line-height:1.5;font-weight:700;border:1px solid #c6d6d0\">\u6708\u7403\u6a21\u578b<\/th><th style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#fff;background:#1d3d4d;line-height:1.5;font-weight:700;border:1px solid #c6d6d0\">\u7a69\u56fa\u7684\u57fa\u790e<\/th><\/tr><\/thead><tbody style=\"box-sizing:border-box\"><tr style=\"box-sizing:border-box\"><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">WAC \u9695\u77f3\u5751 \u00b7 50% \u8a13\u7df4\u8cc7\u6599<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">mAP<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.2541 \u00b1 0.0018<br style=\"box-sizing:border-box\">\u5168\u9762\u5fae\u8abf<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.2313 \u00b1 0.0027<br style=\"box-sizing:border-box\">SwinV2-B<\/td><\/tr><tr style=\"box-sizing:border-box\"><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">WAC \u9695\u77f3\u5751 \u00b7 100% \u8a13\u7df4\u8cc7\u6599<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">mAP<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.2581 \u00b1 0.0017<br style=\"box-sizing:border-box\">LoRA<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.2420 \u00b1 0.0047<br style=\"box-sizing:border-box\">SwinV2-B<\/td><\/tr><tr style=\"box-sizing:border-box\"><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">NAC \u9695\u77f3\u5751 \u00b7 100% \u8a13\u7df4\u8cc7\u6599<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">mAP<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.1543 \u00b1 0.0098<br style=\"box-sizing:border-box\">LoRA<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.1552 \u00b1 0.0086<br style=\"box-sizing:border-box\">SwinV2-B<\/td><\/tr><tr style=\"box-sizing:border-box\"><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">\u4e0d\u898f\u5247\u7684\u6bcd\u99ac\u6591\u584a<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">IoU1<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.5709 \u00b1 0.0114<br style=\"box-sizing:border-box\">\u7de8\u78bc\u5668\u5361\u4f4f<\/td><td style=\"box-sizing:border-box;padding:11px 10px;border-bottom:1px solid #38586a;text-align:left;vertical-align:top;color:#e4eff4;background:#102c3b;line-height:1.5;border:1px solid #c6d6d0\">0.5687 \u00b1 0.0181<br style=\"box-sizing:border-box\">ConvNeXtV2-B<\/td><\/tr><\/tbody><\/table><\/div><p style=\"box-sizing:border-box;color:#e0edf3;line-height:1.65;margin:12px 0\">\u4f5c\u8005\u6307\u51fa\uff0c\u7c73\u7d1a\u9695\u77f3\u5751\u8207\u706b\u5c71\u5730\u8c8c\u7684\u89c0\u6e2c\u7d50\u679c\u53ef\u8207\u5f37\u57fa\u7dda\u76f8\u5ab2\u7f8e\u3002\u5176\u4e2d\u5fae\u5c0f\u7684\u5dee\u7570\u61c9\u8207\u4e0d\u540c\u89c0\u6e2c\u6b21\u6578\u9593\u7684\u8b8a\u7570\u4e00\u4f75\u8003\u91cf\u3002.<\/p><p class=\"glb-lunar-results-note\" style=\"box-sizing:border-box;color:#c7dce6;line-height:1.65;margin:12px 0;font-size:.89rem\">Source: <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\/blob\/main\/NI_LFM_Technical_Report.pdf\" style=\"box-sizing:border-box;color:#94dbf2;text-decoration:underline\">NASA-IBM \u6280\u8853\u5831\u544a<\/a>, \u8868 4\u20137\uff0c\u7b2c 16 \u9801\u53ca\u7b2c 18 \u9801\u3002\u9019\u4e9b\u662f\u4f5c\u8005\u7684\u7814\u7a76\u7d50\u679c\uff0c\u4e26\u975e\u7368\u7acb\u91cd\u73fe\u7684\u7d50\u679c\u3002.<\/p><\/section>\n\n\n\n<h3 class=\"wp-block-heading\">22% \u51b0\u6e2c\u7d50\u679c\u986f\u793a\u8aa4\u5dee\u6709\u6240\u6e1b\u5c11<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c31\u51b0\u8cc7\u6e90\u6f5b\u529b\u800c\u8a00\uff0c\u5df2\u5831\u544a\u7684\u6700\u5f37\u6708\u7403\u914d\u7f6e\u5176\u5747\u65b9\u6839\u8aa4\u5dee\uff08RMSE\uff09\u70ba 0.0293\uff0c\u800c SwinV2-B \u5247\u70ba 0.0377\u3002\u5176\u8a08\u7b97\u65b9\u5f0f\u5982\u4e0b\uff1a <strong>(0.0377 \u2212 0.0293) \u00f7 0.0377 \u00d7 100 = 22.3%<\/strong>. RMSE \u7528\u4f86\u8861\u91cf\u9810\u6e2c\u503c\u8207\u76ee\u6a19\u5730\u5716\u4e4b\u9593\u7684\u8aa4\u5dee\uff1b\u6578\u503c\u8d8a\u4f4e\u8d8a\u597d\u3002\u6b64\u767e\u5206\u6bd4\u65e2\u975e\u6e96\u78ba\u5ea6\u5206\u6578\uff0c\u4ea6\u975e\u6708\u7403\u51b0\u91cf\u7684\u8b8a\u5316\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9695\u77f3\u5751\u7684\u7d50\u679c\u53d6\u6c7a\u65bc\u8a08\u91cf\u55ae\u4f4d\u548c\u6578\u64da\u5c3a\u5ea6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528 50% \u7684 WAC \u8a13\u7df4\u8cc7\u6599\u6642\uff0c\u6708\u7403\u6a21\u578b\u7684 mAP \u70ba 0.2541\uff0c\u800c SwinV2-B \u5247\u70ba 0.2313\u3002 \u8a72\u6708\u7403\u6a21\u578b\u7684\u7d50\u679c\u4ea6\u8d85\u8d8a\u4e86\u4f7f\u7528 100% \u8a13\u7df4\u8cc7\u6599\u6240\u7372\u5f97\u7684\u57fa\u6e96\u503c 0.2420\u3002\u7b2c\u4e00\u9805\u6bd4\u8f03\u63a1\u7528\u76f8\u7b49\u7684\u8cc7\u6599\u6bd4\u4f8b\uff1b\u7b2c\u4e8c\u9805\u5247\u8b49\u660e\u4e86\u5728\u6b64\u7279\u5b9a\u5be6\u9a57\u4e2d\u6a19\u7c64\u6548\u7387\u7684\u512a\u52e2\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IBM \u7d04 19% \u7684\u300c\u9695\u77f3\u5751\u300d\u6539\u5584\u5e45\u5ea6\uff0c\u53ef\u8207\u8a72\u5831\u544a\u5728 50% \u8a13\u7df4\u8cc7\u6599\u4e0b\u7684 AP@75 \u6578\u503c\u76f8\u4e92\u5c0d\u7167\uff1a0.2213 \u5c0d\u6bd4 0.1862\uff0c\u76f8\u5c0d\u589e\u5e45\u70ba 18.9%\u3002 AP@75\u662f\u7528\u65bc\u8a55\u4f30\u5728\u7279\u5b9a\u91cd\u758a\u7387\u95be\u503c\u4e0b\u5075\u6e2c\u7d50\u679c\u7684\u6307\u6a19\u3002\u4e0d\u61c9\u5c07\u5176\u91cd\u65b0\u6a19\u8a18\u70ba\u8868\u683c\u4e2d mAP \u6307\u6a19\u7684 19% \u63d0\u5347\u503c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8f03\u7d30\u7dfb\u7684 NAC \u5c3a\u5ea6\u4e0b\uff0c\u6708\u7403\u6a21\u578b\u7684 mAP \u70ba 0.1543\uff0c\u800c\u57fa\u6e96\u6a21\u578b\u7684 mAP \u70ba 0.1552\u3002 \u91dd\u5c0d\u300c\u4e0d\u898f\u5247\u6708\u6d77\u6591\u584a\u300d\uff08Irregular Mare Patches\uff09\u4efb\u52d9\uff0c\u8a72\u6a21\u578b\u76f8\u8f03\u65bc ConvNeXtV2-B \u6240\u5831\u544a\u7684\u524d\u666f IoU \u503c\u5206\u5225\u70ba 0.5709 \u548c 0.5687\u3002\u4f5c\u8005\u5c07\u9019\u4e9b\u4efb\u52d9\u63cf\u8ff0\u70ba\u8207\u5f37\u57fa\u7dda\u6a21\u578b\u76f8\u7576\u3002\u9019\u4e9b\u5fae\u5c0f\u7684\u5dee\u7570\uff0c\u52a0\u4e0a\u5404\u904b\u884c\u6b21\u6578\u9593\u6240\u5831\u544a\u7684\u8b8a\u7570\u6027\uff0c\u4e26\u4e0d\u8db3\u4ee5\u652f\u6301\u300c\u6708\u7403\u6a21\u578b\u5728\u6240\u6709\u60c5\u6cc1\u4e0b\u90fd\u52dd\u51fa\u300d\u7684\u8ad6\u9ede\u3002.<\/p>\n\n\n\n<h2 id=\"access-and-cost\" class=\"wp-block-heading\">\u54ea\u88e1\u53ef\u4ee5\u53d6\u5f97\uff0c\u4ee5\u53ca\u4f7f\u7528\u8cbb\u7528\u662f\u591a\u5c11<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8acb\u5f9e\u4e0b\u65b9\u7684\u5b98\u65b9\u8cc7\u6e90\u958b\u59cb\u3002\u6a21\u578b\u6b0a\u91cd\u8207\u7a0b\u5f0f\u78bc\u63a1\u7528 Apache-2.0 \u6388\u6b0a\uff0c\u4e14\u6aa2\u67e5\u9ede\u5df2\u516c\u958b\u63d0\u4f9b\u3002\u8a72\u5132\u5b58\u5eab\u7279\u5225\u8aaa\u660e\u4e86 <strong>\u5fae\u8abf\u8207\u63a8\u8ad6\u7248\u672c\u767c\u5e03<\/strong>; \uff1b\u5b83\u660e\u78ba\u6392\u9664\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-access\" aria-label=\"\u5b98\u65b9\u6708\u7403\u6a21\u578b\u8cc7\u6e90\" style=\"box-sizing:border-box;margin:28px 0;border:1px solid #b9cbd7;padding:24px;border-radius:6px;background:#f8fafc;color:#173544;max-width:100%;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><p class=\"glb-lunar-access-title\" style=\"box-sizing:border-box;color:#173544;line-height:1.65;margin:0 0 16px;font-weight:750;font-size:1.2rem\">\u9078\u64c7\u9069\u5408\u60a8\u4e0b\u4e00\u6b65\u7684\u8cc7\u6e90<\/p><div class=\"glb-lunar-access-grid\" style=\"box-sizing:border-box;display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:12px\"><div class=\"glb-lunar-access-item\" style=\"box-sizing:border-box;padding:16px;min-width:0;border:1px solid #ced9df;border-radius:4px;background:#fff\"><a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\" style=\"box-sizing:border-box;color:#12546c;font-weight:700;text-decoration:underline;overflow-wrap:anywhere\">\u95b1\u8b80\u578b\u865f\u5361<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u9996\u5148\u61c9\u5f9e\u9810\u671f\u7528\u9014\u3001\u8f38\u5165\u8cc7\u6599\u3001\u6388\u6b0a\u689d\u6b3e\u53ca\u9650\u5236\u4e8b\u9805\u8457\u624b\u3002.<\/p><\/div><div class=\"glb-lunar-access-item\" style=\"box-sizing:border-box;padding:16px;min-width:0;border:1px solid #ced9df;border-radius:4px;background:#fff\"><a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\/tree\/main\" style=\"box-sizing:border-box;color:#12546c;font-weight:700;text-decoration:underline;overflow-wrap:anywhere\">\u4e0b\u8f09\u6b0a\u91cd\u8207\u8a2d\u5b9a\u6a94<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u300c\u6a94\u6848\u300d\u6a19\u7c64\u9801\u4e2d\u5305\u542b\u5df2\u767c\u4f48\u7684\u6aa2\u67e5\u9ede\u53ca\u76f8\u95dc\u6a94\u6848\u3002.<\/p><\/div><div class=\"glb-lunar-access-item\" style=\"box-sizing:border-box;padding:16px;min-width:0;border:1px solid #ced9df;border-radius:4px;background:#fff\"><a href=\"https:\/\/github.com\/NASA-IMPACT\/NASA-IBM-Lunar-Foundation-Model\" style=\"box-sizing:border-box;color:#12546c;font-weight:700;text-decoration:underline;overflow-wrap:anywhere\">\u6aa2\u67e5\u5fae\u8abf\u8207\u63a8\u8ad6\u7a0b\u5f0f\u78bc<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u8acb\u53c3\u8003 README \u6587\u4ef6\u53ca TerraTorch \u4efb\u52d9\u8a2d\u5b9a\u4f86\u898f\u5283\u5be6\u9a57\u3002.<\/p><\/div><div class=\"glb-lunar-access-item\" style=\"box-sizing:border-box;padding:16px;min-width:0;border:1px solid #ced9df;border-radius:4px;background:#fff\"><a href=\"https:\/\/huggingface.co\/collections\/nasa-ibm-ai4science\/nasa-ibm-lunar-fm-and-downstream-models\" style=\"box-sizing:border-box;color:#12546c;font-weight:700;text-decoration:underline;overflow-wrap:anywhere\">\u700f\u89bd\u6a21\u578b\u8207\u8cc7\u6599\u8cc7\u6e90<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u8acb\u53c3\u95b1\u5b98\u65b9\u8cc7\u6599\u96c6\uff0c\u4ee5\u53d6\u5f97\u76f8\u95dc\u7684\u4e0b\u6e38\u6a21\u578b\u8207\u8cc7\u6599\u96c6\u3002.<\/p><\/div><div class=\"glb-lunar-access-item\" style=\"box-sizing:border-box;padding:16px;min-width:0;border:1px solid #ced9df;border-radius:4px;background:#fff\"><a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\/blob\/main\/NI_LFM_Technical_Report.pdf\" style=\"box-sizing:border-box;color:#12546c;font-weight:700;text-decoration:underline;overflow-wrap:anywhere\">\u95b1\u8b80\u6280\u8853\u5831\u544a<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u8868 4 \u81f3 7 \u5217\u51fa\u4e86\u4efb\u52d9\u7d50\u679c\u3001\u8a2d\u5b9a\u4ee5\u53ca\u5404\u57f7\u884c\u6b21\u6578\u9593\u7684\u8b8a\u7570\u60c5\u6cc1\u3002.<\/p><\/div><div class=\"glb-lunar-access-item\" style=\"box-sizing:border-box;padding:16px;min-width:0;border:1px solid #ced9df;border-radius:4px;background:#fff\"><a href=\"https:\/\/huggingface.co\/spaces\/nasa-ibm-ai4science\/nasa-ibm-lunar-foundation-model-generation-demo\" style=\"box-sizing:border-box;color:#12546c;font-weight:700;text-decoration:underline;overflow-wrap:anywhere\">\u700f\u89bd\u5b98\u65b9\u793a\u7bc4<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u8acb\u700f\u89bd\u672c\u5c08\u6848\u7684\u793a\u7bc4\u4f5c\u54c1\u3002\u5728\u672c\u6b21\u8a55\u5be9\u4e2d\uff0c\u6211\u5011\u4e26\u672a\u57f7\u884c\u751f\u6210\u7a0b\u5e8f\u3002.<\/p><\/div><\/div><p class=\"glb-lunar-access-note\" style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0;font-size:.9rem;margin-top:16px\">\u7d93\u65bc 2026 \u5e74 9 \u6708 28 \u65e5\u67e5\u6838\uff0c\u8a72\u6a21\u578b\u5361\u4e0a\u672a\u5217\u51fa\u4efb\u4f55\u5df2\u90e8\u7f72\u7684 Hugging Face \u63a8\u8ad6\u63d0\u4f9b\u8005\u3002\u53ef\u4e0b\u8f09\u7684\u6aa2\u67e5\u9ede\u8207\u793a\u7bc4\u9801\u9762\u662f\u5169\u689d\u7368\u7acb\u7684\u5b58\u53d6\u8def\u5f91\u3002.<\/p><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u8981\u8abf\u6574\u6a21\u578b\uff0c\u8acb\u5728\u8a2d\u5b9a\u5be6\u9a57\u4e4b\u524d\u5148\u9078\u64c7\u4e0b\u6e38\u4efb\u52d9\u3002\u6b64\u5132\u5b58\u5eab\u63d0\u4f9b\u8207 TerraTorch \u76f8\u5bb9\u7684\u5143\u4ef6\u8207\u8a2d\u5b9a\uff0c\u7528\u4ee5\u4e32\u806f\u6aa2\u67e5\u9ede\u3001\u4efb\u52d9\u53ca\u8cc7\u6599\u3002TerraTorch \u662f\u4e00\u7a2e\u7528\u65bc\u7d44\u7e54\u8a13\u7df4\u8207\u8a55\u4f30\u5de5\u4f5c\u6d41\u7a0b\u7684\u8edf\u9ad4\u6846\u67b6\u3002.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8acb\u95b1\u8b80\u6a21\u578b\u8aaa\u660e\u5361\u548c README \u6587\u4ef6\uff0c\u7136\u5f8c\u6839\u64da\u7814\u7a76\u554f\u984c\u9078\u64c7\u300c\u5075\u6e2c\u300d\u3001\u300c\u5206\u5272\u300d\u6216\u300c\u56de\u6b78\u300d\u3002.<\/li>\n\n\n\n<li>\u53d6\u5f97\u76f8\u61c9\u7684\u8cc7\u6599\u8207\u5b98\u65b9\u6aa2\u67e5\u9ede\uff0c\u4e26\u6aa2\u8996\u5132\u5b58\u5eab\u4e2d\u7684\u4efb\u52d9\u914d\u7f6e\u8207\u74b0\u5883\u8a2d\u5b9a\u8aaa\u660e\u3002.<\/li>\n\n\n\n<li>\u6e96\u5099\u8a72\u914d\u7f6e\u6240\u9700\u7684\u8cc7\u6599\uff0c\u4e26\u57f7\u884c\u76f8\u95dc\u7684\u5fae\u8abf\u6216\u63a8\u8ad6\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/li>\n\n\n\n<li>\u8acb\u6839\u64da\u9069\u7576\u7684\u57fa\u6e96\u9032\u884c\u8a55\u4f30\uff0c\u4e26\u4fdd\u7559\u8cc7\u6599\u5206\u5272\u3001\u8a2d\u5b9a\u53ca\u8f38\u51fa\u7d50\u679c\uff0c\u4ee5\u4fbf\u65e5\u5f8c\u6838\u5c0d\u7d50\u679c\u3002.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1440\" height=\"900\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-github-access-20260928_0ed29da82aa24945999f774b4713ac5d.webp\" alt=\"GitHub \u5b98\u65b9 README\uff0c\u8aaa\u660e\u6708\u7403\u6a21\u578b\u5fae\u8abf\u8207\u63a8\u8ad6\u7248\u672c\u7684\u767c\u5e03\u3002.\" class=\"wp-image-20210\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-github-access-20260928_0ed29da82aa24945999f774b4713ac5d.webp 1440w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-github-access-20260928_0ed29da82aa24945999f774b4713ac5d-300x188.webp 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-github-access-20260928_0ed29da82aa24945999f774b4713ac5d-1024x640.webp 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-github-access-20260928_0ed29da82aa24945999f774b4713ac5d-768x480.webp 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/lunar-github-access-20260928_0ed29da82aa24945999f774b4713ac5d-18x12.webp 18w\" sizes=\"(max-width: 1440px) 100vw, 1440px\" \/><figcaption class=\"wp-element-caption\">\u7684 <a href=\"https:\/\/github.com\/NASA-IMPACT\/NASA-IBM-Lunar-Foundation-Model\">\u5b98\u65b9\u5132\u5b58\u5eab<\/a> \u63d0\u4f9b\u5fae\u8abf\u8207\u63a8\u8ad6\u7a0b\u5f0f\u78bc\uff1b\u5176\u4e2d\u4e0d\u5305\u542b\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u653e\u5b58\u53d6\u96d6\u7136\u7701\u53bb\u4e86\u521d\u671f\u8cfc\u8cb7\u6a21\u578b\u6388\u6b0a\u7684\u6b65\u9a5f\uff0c\u4f46\u57f7\u884c\u5be6\u9a57\u4ecd\u9700\u4ed8\u51fa\u6210\u672c\u3002\u60a8\u9700\u8981\u904b\u7b97\u8cc7\u6e90\u3001\u5132\u5b58\u7a7a\u9593\u3001\u8cc7\u6599\u6e96\u5099\uff0c\u4ee5\u53ca\u7528\u65bc\u8a55\u4f30\u7684\u6642\u9593\u3002\u5df2\u767c\u5e03\u7684\u6aa2\u67e5\u9ede\u4e26\u4e0d\u6703\u81ea\u52d5\u9644\u5e36\u8a17\u7ba1 API \u6216\u514d\u8cbb\u7684 GPU \u904b\u7b97\u6642\u9593\uff0c\u4e14\u539f\u59cb\u78bc\u4e5f\u4e26\u672a\u70ba\u6bcf\u500b\u4e0b\u6e38\u4efb\u52d9\u8a2d\u5b9a\u901a\u7528\u7684\u6700\u4f4e GPU \u9700\u6c42\u3002.<\/p>\n\n\n\n<div class=\"glb-lunar-table\" style=\"max-width:100%;overflow-x:auto;margin:28px 0;border:1px solid #c9d6df;border-radius:4px;box-sizing:border-box;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><table style=\"border-collapse:collapse;width:100%;min-width:590px;font-size:.94rem;line-height:1.6\"><thead><tr><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u60a8\u7684\u76ee\u6a19<\/th><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u9700\u7d0d\u5165\u898f\u5283\u7684\u8cc7\u6e90\u6216\u6210\u672c<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u95b1\u8b80\u4e26\u8a55\u4f30\u8a72\u8072\u660e<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u516c\u544a\u3001\u6a21\u578b\u5361\u3001\u5831\u544a\u53ca\u5132\u5b58\u5eab\u3002.<\/td><\/tr><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u57f7\u884c\u6216\u8abf\u6574\u79d1\u5b78\u6a21\u578b<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u9069\u7576\u7684\u904b\u7b97\u8207\u5132\u5b58\u8cc7\u6e90\u3001\u76f8\u95dc\u8cc7\u6599\u3001\u74b0\u5883\u8a2d\u5b9a\u4ee5\u53ca\u8a55\u4f30\u5de5\u4f5c\u3002.<\/td><\/tr><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u7406\u89e3\u8ad6\u6587\u4e26\u64b0\u5beb\u7814\u7a76\u6458\u8981<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u4f8b\u5982 GlobalGPT \u9019\u6a23\u7684\u7814\u7a76\u52a9\u7406\u5de5\u4f5c\u5340\uff0c\u5c07\u6a21\u578b\u5b58\u53d6\u6b0a\u9650\u8207\u6587\u4ef6\u5de5\u5177\u6574\u5408\u65bc\u55ae\u4e00\u8a02\u95b1\u65b9\u6848\u4e2d\u3002.<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<h2 id=\"research-workflow\" class=\"wp-block-heading\">\u904b\u7528\u4eba\u5de5\u667a\u6167\u4f86\u7406\u89e3\u9019\u9805\u7814\u7a76<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u500b\u6709\u5efa\u8a2d\u6027\u7684\u9996\u500b\u554f\u984c\u61c9\u5177\u91dd\u5c0d\u6027\uff1a\u300c\u5831\u5c0e\u4e2d\u6240\u63d0\u7684 22% \u6539\u5584\uff0c\u5be6\u969b\u4e0a\u8861\u91cf\u7684\u662f\u4ec0\u9ebc\uff1f\u300d\u8981\u56de\u7b54\u9019\u500b\u554f\u984c\uff0c\u9700\u8981\u4e00\u500b\u76ee\u6a19\u3001\u4e00\u500b\u6307\u6a19\u3001\u4e00\u500b\u57fa\u6e96\uff0c\u4ee5\u53ca\u4e00\u500b\u8a08\u7b97\u65b9\u5f0f\u3002\u8a62\u554f\u9019\u56db\u9805\u5167\u5bb9\uff0c\u6bd4\u554f\u52a9\u7406\u9019\u500b\u6a21\u578b\u662f\u5426\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u66f4\u6709\u5e6b\u52a9\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GlobalGPT \u8b93\u60a8\u80fd\u5920\u5728\u8cc7\u6599\u4f86\u6e90\u63a2\u7d22\u3001\u6587\u4ef6\u8aaa\u660e\u53ca\u64b0\u5beb\u7b49\u95b1\u8b80\u76f8\u95dc\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u4e00\u6c23\u5475\u6210\uff0c\u7121\u9700\u5728\u6bcf\u500b\u6b65\u9a5f\u9593\u5207\u63db\u4e0d\u540c\u7684\u5de5\u5177\u3002\u82e5\u8981\u5efa\u7acb\u4e00\u5957\u53ef\u91cd\u8907\u7684\u65b9\u6cd5\uff0c, <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-perplexity-for-research\/\">\u7de8\u88fd\u4e00\u4efd\u7d93\u4f86\u6e90\u6838\u5be6\u7684\u7814\u7a76\u7c21\u5831<\/a> \u5728\u8acb\u6c42\u4e00\u4efd\u7cbe\u7149\u7684\u6458\u8981\u4e4b\u524d\uff0c\u8acb\u5148\u63d0\u4f9b\u7c21\u77ed\u7684\u8cc7\u6599\u4f86\u6e90\u6e05\u55ae\u53ca\u5177\u9ad4\u7684\u554f\u984c\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-workflow\" aria-label=\"\u4e09\u6b65\u9a5f\u7684\u7814\u7a76\u5de5\u4f5c\u6d41\u7a0b\" style=\"box-sizing:border-box;margin:28px 0;padding:24px;border:1px solid #c2d2de;border-radius:6px;background:#eef5fa;color:#183c51;max-width:100%;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><p class=\"glb-lunar-workflow-title\" style=\"box-sizing:border-box;font-size:1.2rem;font-weight:750;margin:0 0 16px;color:#183c51\">\u5f9e\u5b98\u65b9\u6d88\u606f\u4f86\u6e90\u5230\u5be6\u7528\u7684\u7c21\u5831<\/p><ol style=\"box-sizing:border-box;margin:0;padding-left:24px\"><li style=\"box-sizing:border-box;padding:0 0 14px 4px;color:#24495f;line-height:1.65\"><strong style=\"box-sizing:border-box;color:#153e55\">\u8490\u96c6\u539f\u59cb\u8cc7\u6599\u3002.<\/strong> \u8acb\u5148\u5f9e NASA \u7684\u516c\u544a\u958b\u59cb\uff0c\u63a5\u8457\u52a0\u5165\u6a21\u578b\u8aaa\u660e\u5361\u3001\u6280\u8853\u5831\u544a\u548c README \u6a94\u6848\u3002\u60a8\u53ef\u4ee5 <a href=\"https:\/\/www.glbgpt.com\/perplexity?inviter=hub_content_perplexity&amp;login=1\" style=\"box-sizing:border-box;color:#125977;text-decoration:underline\">\u95dc\u65bc Perplexity \u8207 GlobalGPT \u7684\u7814\u7a76<\/a> \u4ee5\u67e5\u627e\u76f8\u95dc\u53c3\u8003\u4f86\u6e90\u3002.<\/li><li style=\"box-sizing:border-box;padding:0 0 14px 4px;color:#24495f;line-height:1.65\"><strong style=\"box-sizing:border-box;color:#153e55\">\u63d0\u51fa\u91dd\u5c0d\u6027\u554f\u984c\u3002.<\/strong> \u8acb\u4e00\u4f4d\u52a9\u7406\u5206\u5225\u89e3\u91cb mAP\u3001IoU \u548c RMSE\uff0c\u7136\u5f8c\u91dd\u5c0d\u6bcf\u9805\u8ad6\u9ede\u5217\u51fa\u5176\u5c0d\u61c9\u7684\u76ee\u6a19\u3001\u57fa\u6e96\u53ca\u8a55\u4f30\u8a2d\u5b9a\u3002.<\/li><li style=\"box-sizing:border-box;padding:0 0 14px 4px;color:#24495f;line-height:1.65;padding-bottom:0\"><strong style=\"box-sizing:border-box;color:#153e55\">\u6aa2\u67e5\u4e26\u5beb\u4e0b\u3002.<\/strong> \u91cd\u65b0\u958b\u555f\u6240\u5f15\u7528\u7684\u8868\u683c\uff0c\u6838\u5c0d\u6bcf\u500b\u6578\u5b57\uff0c\u4e26\u5c07\u6838\u5c0d\u904e\u7684\u7b46\u8a18\u6574\u7406\u6210\u4e00\u4efd\u7c21\u5831\uff0c\u540c\u6642\u4fdd\u7559\u5176\u4e2d\u7684\u79d1\u5b78\u9650\u5236\u3002.<\/li><\/ol><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u4f7f\u7528 GPT-5.6 Sol \u6e2c\u8a66\u4e86\u6b64\u5de5\u4f5c\u6d41\u7a0b\u7684\u4e00\u500b\u7cbe\u7c21\u7248\u672c\u3002\u8a72\u7cfb\u7d71\u63a5\u6536\u4f86\u81ea\u56db\u500b\u5b98\u65b9\u4f86\u6e90\u7684\u8cc7\u6599\u5305\uff0c\u4e26\u9700\u64da\u6b64\u7522\u51fa\u7c21\u77ed\u7c21\u5831\u3001\u5c0d\u516d\u9805\u4e3b\u5f35\u9032\u884c\u5206\u985e\u3001\u8a08\u7b97\u5747\u65b9\u6839\u8aa4\u5dee\uff08RMSE\uff09\u7684\u964d\u4f4e\u5e45\u5ea6\uff0c\u4e26\u63d0\u51fa\u5207\u5be6\u53ef\u884c\u7684\u5f8c\u7e8c\u6b65\u9a5f\u3002\u6b64\u4efb\u52d9\u50c5\u4f7f\u7528\u63d0\u4f9b\u7684\u6587\u672c\uff1b\u7cfb\u7d71\u4e26\u672a\u4e3b\u52d5\u641c\u5c0b\u65b0\u8b49\u64da\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-setup\" aria-label=\"\u7814\u7a76\u7c21\u5831\u6e2c\u8a66\u8a2d\u5b9a\" style=\"box-sizing:border-box;margin:28px 0;padding:22px;border:1px solid #b9cbd7;border-left:4px solid #13576c;border-radius:6px;background:#f3f8fb;color:#172f3b;font:inherit;max-width:100%;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><p class=\"glb-lunar-setup-title\" style=\"box-sizing:border-box;margin:0 0 10px;color:#123443;line-height:1.65;font-size:1.18rem;font-weight:700\">\u4e00\u9805\u57fa\u65bc\u4f86\u6e90\u7684\u7c21\u5831\u6e2c\u8a66<\/p><p style=\"box-sizing:border-box;margin:8px 0;color:#243f4c;line-height:1.65\">\u6211\u5011\u63d0\u4f9b\u7d66 GPT-5.6 Sol \u4e00\u4efd\u7c21\u77ed\u7684\u6750\u6599\u5305\uff0c\u5167\u5bb9\u6458\u81ea NASA \u7684\u516c\u544a\u3001\u5b98\u65b9\u6a21\u578b\u8aaa\u660e\u5361\u3001\u6280\u8853\u5831\u544a\u4ee5\u53ca GitHub \u7684 README \u6587\u4ef6\u3002\u5b83\u5fc5\u9808\u64b0\u5beb\u4e00\u4efd\u7c21\u5831\u3001\u9a57\u8b49\u516d\u9805\u4e3b\u5f35\uff0c\u4e26\u8aaa\u660e RMSE \u7684\u8a08\u7b97\u65b9\u6cd5\u3002.<\/p><dl style=\"box-sizing:border-box;display:block;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:12px 24px;margin:16px 0 0\"><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u5de5\u4f5c\u7a7a\u9593\u8207\u65e5\u671f<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">GlobalGPT \u00b7 2026\u5e749\u670828\u65e5<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u57f7\u884c\u653f\u7b56<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u4e00\u984c\uff1b\u9996\u6b21\u63d0\u4ea4\u5373\u70ba\u6b63\u78ba\u7b54\u6848\uff1b\u4e0d\u5f97\u91cd\u8a66<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u8f38\u5165<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u5305\u542b\u56db\u500b\u4f86\u6e90\u7de8\u865f\u3001\u5171 355 \u5b57\u7684\u4f86\u6e90\u8cc7\u6599\u5305<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u7bc4\u570d<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u8b80\u53d6\u8207\u5408\u6210\uff1b\u4e0d\u9032\u884c\u5373\u6642\u641c\u5c0b\u6216\u6708\u7403\u6a21\u578b\u57f7\u884c<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u56de\u61c9\u8a2d\u5b9a<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u8f38\u51fa\u4ee3\u5e63\u4e0a\u9650\uff1a4,096\uff1b\u5176\u9918\u6240\u6709\u53d6\u6a23\u63a7\u5236\u8a2d\u5b9a\u5747\u7dad\u6301\u670d\u52d9\u9810\u8a2d\u503c<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u4f7f\u7528\u65b9\u5f0f\u8207\u8cbb\u7528<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u5831\u544a\u7684\u4ee3\u5e63\u7e3d\u6578\u70ba 2,154 \u679a\uff1b\u8a72\u56de\u8986\u4e2d\u672a\u63d0\u53ca\u4efb\u4f55\u91d1\u9322\u8cbb\u7528<\/dd><\/div><\/dl><\/section>\n\n\n\n<section class=\"glb-lunar-t01\" aria-label=\"\u57fa\u65bc\u4f86\u6e90\u7684\u7c21\u5831\u6e2c\u8a66\u7d50\u679c\" style=\"box-sizing:border-box;margin:28px 0;padding:24px;background:#f7fafc;border:1px solid #b9cbd7;border-radius:6px;color:#172f3b;font:inherit;max-width:100%;overflow-wrap:anywhere;font-family:system-ui,-apple-system,BlinkMacSystemFont,&quot;Segoe UI&quot;,sans-serif;line-height:1.65\"><p class=\"glb-lunar-t01-title\" style=\"box-sizing:border-box;color:#123443;line-height:1.35;margin:0 0 8px;font-size:1.3rem;font-weight:700\">\u7b2c\u4e00\u500b\u7b54\u6848\u5c07\u79d1\u5b78\u8ad6\u9ede\u63a7\u5236\u5728\u9069\u7576\u7bc4\u570d\u5167<\/p><div class=\"glb-lunar-t01-metrics\" style=\"box-sizing:border-box;display:grid;grid-template-columns:repeat(auto-fit,minmax(min(100%,220px),1fr));gap:10px;margin:18px 0\"><div class=\"glb-lunar-t01-metric\" style=\"box-sizing:border-box;padding:14px;background:#e3eef3;border:1px solid #c4d7df;border-radius:4px\"><span class=\"glb-lunar-t01-number\" style=\"box-sizing:border-box;display:block;font-size:1.55rem;font-weight:750;color:#123c4d;line-height:1.2\">6 \/ 6<\/span><span class=\"glb-lunar-t01-label\" style=\"box-sizing:border-box;display:block;font-size:.86rem;color:#294b5a;margin-top:6px;line-height:1.4\">\u7d93\u67e5\u8b49\uff0c\u8a72\u8aaa\u6cd5\u8207\u6240\u63d0\u4f9b\u7684\u4f86\u6e90\u76f8\u7b26<\/span><\/div><div class=\"glb-lunar-t01-metric\" style=\"box-sizing:border-box;padding:14px;background:#e3eef3;border:1px solid #c4d7df;border-radius:4px\"><span class=\"glb-lunar-t01-number\" style=\"box-sizing:border-box;display:block;font-size:1.55rem;font-weight:750;color:#123c4d;line-height:1.2\">22.3%<\/span><span class=\"glb-lunar-t01-label\" style=\"box-sizing:border-box;display:block;font-size:.86rem;color:#294b5a;margin-top:6px;line-height:1.4\">\u76f8\u5c0d\u5747\u65b9\u6839\u8aa4\u5dee\uff08RMSE\uff09\u7684\u6b63\u78ba\u964d\u4f4e\u5e45\u5ea6<\/span><\/div><div class=\"glb-lunar-t01-metric\" style=\"box-sizing:border-box;padding:14px;background:#e3eef3;border:1px solid #c4d7df;border-radius:4px\"><span class=\"glb-lunar-t01-number\" style=\"box-sizing:border-box;display:block;font-size:1.55rem;font-weight:750;color:#123c4d;line-height:1.2\">14.0 \u79d2<\/span><span class=\"glb-lunar-t01-label\" style=\"box-sizing:border-box;display:block;font-size:.86rem;color:#294b5a;margin-top:6px;line-height:1.4\">\u662f\u6642\u5019\u7d66\u51fa\u9019\u4efd\u5b8c\u6574\u7684\u7b54\u8986\u4e86<\/span><\/div><\/div><p style=\"box-sizing:border-box;color:#25434f;line-height:1.65;margin:12px 0\">\u8a72\u56de\u61c9\u7522\u751f\u4e86\u4e00\u4efd\u9577\u9054 112 \u5b57\u7684\u7c21\u5831\uff0c\u99c1\u65a5\u4e86\u300c\u8a72\u6a21\u578b\u767c\u73fe\u4e86 22% \u66f4\u591a\u771f\u5be6\u51b0\u5c64\u300d\u7684\u8aaa\u6cd5\uff0c\u4e26\u7dad\u6301\u4e86\u5c0d\u964d\u843d\u9ede\u8a8d\u8b49\u53ca\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u5b58\u53d6\u7684\u9650\u5236\u3002\u5176\u63d0\u51fa\u7684\u4e09\u5927\u5f8c\u7e8c\u6b65\u9a5f\u5247\u518d\u6b21\u6307\u5411\u5b98\u65b9\u6a21\u578b\u5361\u3001\u6aa2\u67e5\u9ede\u53ca TerraTorch \u8cc7\u6e90\u3002.<\/p><p class=\"glb-lunar-t01-note\" style=\"box-sizing:border-box;color:#405967;line-height:1.65;margin:12px 0;font-size:.91rem\">\u9019\u662f\u4e00\u9805\u4f7f\u7528\u6307\u5b9a\u6750\u6599\u9032\u884c\u7684\u95b1\u8b80\u4efb\u52d9\u3002\u8cc7\u6599\u5305\u4e2d\u5df2\u660e\u78ba\u5217\u51fa\u95dc\u9375\u9650\u5236\u3002\u8a72\u7d50\u679c\u4e26\u4e0d\u80fd\u8b49\u660e\u5728\u81ea\u4e3b\u7814\u7a76\u6216\u6708\u7403\u9059\u611f\u63a8\u8ad6\u65b9\u9762\u7684\u8868\u73fe\u3002.<\/p><details style=\"box-sizing:border-box;margin:14px 0 0;padding:12px 14px;background:#fff;border:1px solid #bed0dc;border-radius:4px\"><summary style=\"box-sizing:border-box;cursor:pointer;color:#174d62;font-weight:700;line-height:1.5\">\u6aa2\u8996\u78ba\u5207\u7684\u63d0\u793a\u8207\u4f86\u6e90\u5c01\u5305<\/summary><pre style=\"box-sizing:border-box;margin:14px 0 0;white-space:pre-wrap;overflow-wrap:anywhere;word-break:normal;max-width:100%;font:0.88rem\/1.65 ui-monospace,SFMono-Regular,Consolas,monospace;color:#203d4a;background:#fff\">\u7cfb\u7d71\n\u60a8\u662f\u4e00\u4f4d\u8b39\u614e\u7684\u7814\u7a76\u7de8\u8f2f\uff0c\u6b63\u70ba\u4e00\u540d\u5927\u5b78\u751f\u64b0\u5beb\u6587\u7ae0\u3002\u8acb\u50c5\u4f7f\u7528\u63d0\u4f9b\u7684\u8cc7\u6599\u5305\uff0c\u5207\u52ff\u81ea\u884c\u641c\u5c0b\u5176\u4ed6\u8cc7\u6599\u3002\u8acb\u5340\u5206\u5831\u5c0e\u4e2d\u7684\u57fa\u6e96\u6e2c\u8a66\u6578\u64da\u8207\u5be6\u969b\u79d1\u5b78\u6e2c\u91cf\u6578\u64da\u3002\u8acb\u5728\u65b9\u62ec\u865f\u5167\u8a3b\u660e\u4f86\u6e90\u7de8\u865f\u3002\u82e5\u67d0\u9805\u8ad6\u9ede\u7f3a\u4e4f\u4f9d\u64da\uff0c\u8acb\u660e\u78ba\u6307\u51fa\u3002 \u5207\u52ff\u634f\u9020\u5f15\u7528\u4f86\u6e90\u3001\u50f9\u683c\u3001\u786c\u9ad4\u9700\u6c42\u6216\u5be6\u9a57\u7d50\u679c\u3002\u8acb\u63d0\u4f9b\u6240\u8981\u6c42\u7684\u7b54\u6848\uff0c\u800c\u975e\u96b1\u542b\u7684\u63a8\u7406\u904e\u7a0b\u3002\n\n\u4f7f\u7528\u8005\n\u5c07\u8cc7\u6599\u5305\u8f49\u5316\u70ba\u5be6\u7528\u7684\u7814\u7a76\u7b46\u8a18\u3002\u63d0\u4ea4\u5167\u5bb9\u5305\u62ec\uff1a(1) \u4e00\u4efd 100\u2013130 \u5b57\u7684\u901a\u4fd7\u6613\u61c2\u7c21\u5831\uff1b(2) \u4e00\u5f35\u516d\u884c\u300c\u4e3b\u5f35\u6838\u5c0d\u8868\u300d\uff0c\u91dd\u5c0d\u6bcf\u9805\u63d0\u4f9b\u7684\u8ad6\u9ede\uff0c\u50c5\u4f7f\u7528\u300c\u6709\u4f9d\u64da\u300d\u6216\u300c\u7121\u4f9d\u64da\u300d\u4f5c\u70ba\u6a19\u7c64\uff0c\u4e26\u9644\u4e0a\u4f86\u6e90\u7de8\u865f\u53ca\u4e00\u53e5\u8aaa\u660e\uff1b (3) \u6839\u64da 0.0377 \u81f3 0.0293 \u8a08\u7b97\u5f97\u51fa\u7684\u76f8\u5c0d RMSE \u964d\u4f4e\u5e45\u5ea6\uff0c\u7cbe\u78ba\u5230\u5c0f\u6578\u9ede\u5f8c\u4e00\u4f4d\uff0c\u4e26\u9644\u4e0a\u516c\u5f0f\u53ca\u4e00\u53e5\u8aaa\u660e\u5176\u672a\u6e2c\u91cf\u7684\u5167\u5bb9\uff1b(4) \u91dd\u5c0d\u5e0c\u671b\u6aa2\u8996\u6216\u8abf\u6574\u5df2\u767c\u5e03\u6a21\u578b\u7684\u5b78\u751f\uff0c\u63d0\u51fa\u4e09\u9805\u5be6\u7528\u7684\u5f8c\u7e8c\u6b65\u9a5f\u3002 \u6574\u6bb5\u56de\u61c9\u8acb\u63a7\u5236\u5728 500 \u5b57\u4ee5\u5167\u3002\n\n\u5f85\u6aa2\u8b49\u7684\u8ad6\u9ede\uff1a\n1. NASA \u8207 IBM \u65bc 2026 \u5e74 9 \u6708 10 \u65e5\u516c\u958b\u5ba3\u5e03\u4e86\u8a72\u6a21\u578b\u3002\n2. \u5831\u544a\u4e2d\u6240\u8ff0\u7684\u51b0\u8cc7\u6e90\u6f5b\u529b RMSE \u503c\uff0c\u5f9e SwinV2-B \u7684 0.0377 \u964d\u81f3\u5b8c\u6574\u5fae\u8abf\u6708\u7403\u6a21\u578b\u7684 0.0293\u3002\n3. \u8a72\u6a21\u578b\u5728\u6708\u7403\u4e0a\u767c\u73fe\u4e86 22% \u66f4\u591a\u7684\u771f\u5be6\u6c34\u51b0\u3002\n4. NASA \u5df2\u91dd\u5c0d\u8457\u9678\u9ede\u8a8d\u8b49\u8207\u5371\u96aa\u8a55\u4f30\uff0c\u5c0d\u6b64\u6a21\u578b\u9032\u884c\u4e86\u9a57\u8b49\u3002\n5. GitHub \u767c\u5e03\u7248\u672c\u5305\u542b\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u3002\n6. \u958b\u653e\u5f0f\u6aa2\u67e5\u9ede\u78ba\u4fdd GPU \u904b\u7b97\u8207\u8a17\u7ba1\u63a8\u8ad6\u670d\u52d9\u7686\u70ba\u514d\u8cbb\u3002\n\n\u4f86\u6e90\u8cc7\u6599\u5305\uff1a\n[S1] NASA \u516c\u544a\uff0c2026\u5e749\u670810\u65e5\u3002\n\u6a19\u984c\uff1aNASA \u8207 IBM \u63a8\u51fa\u7528\u65bc\u6708\u7403\u79d1\u5b78\u7684\u4eba\u5de5\u667a\u6167\u57fa\u790e\u6a21\u578b\u3002\n\u7db2\u5740\uff1ahttps:\/\/science.nasa.gov\/science-research\/artificial-intelligence-lunar-foundation-model\/\nNASA \u5ba3\u5e03\u8207 IBM \u5171\u540c\u958b\u767c\u4e86\u4e00\u6b3e\u6708\u7403\u79d1\u5b78\u57fa\u790e\u6a21\u578b\u3002\u8a72\u6a21\u578b\u5df2\u516c\u958b\u8a17\u7ba1\u65bc Hugging Face\uff0c\u76f8\u95dc\u7a0b\u5f0f\u78bc\u5247\u767c\u5e03\u65bc GitHub\u3002\u6b64\u6a21\u578b\u53ef\u61c9\u7528\u65bc\u9695\u77f3\u5751\u6e2c\u7e6a\u3001\u706b\u5c71\u5730\u8c8c\u8b58\u5225\u53ca\u6975\u5730\u51b0\u5c64\u7814\u7a76\u3002\n\n[S2] NASA-IBM \u5b98\u65b9\u6a21\u578b\u5361\u8207\u6280\u8853\u5831\u544a\uff0c\u67e5\u95b1\u65e5\u671f\uff1a2026 \u5e74 9 \u6708 28 \u65e5\u3002\n\u6a21\u578b\u5361\u7db2\u5740\uff1ahttps:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\n\u6280\u8853\u5831\u544a\u7db2\u5740\uff1ahttps:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\/blob\/main\/NI_LFM_Technical_Report.pdf\n\u8a72\u5831\u544a\u7684\u8868 7\uff08\u7b2c 18 \u9801\uff09\u5217\u51fa\u4e86\u51b0\u5c64\u6f5b\u5728\u6027\u8ff4\u6b78\u7684\u6e2c\u8a66\u96c6\u5747\u65b9\u6839\u8aa4\u5dee\uff08RMSE\uff09\u3002\u6578\u503c\u8d8a\u4f4e\u8868\u793a\u8868\u73fe\u8d8a\u4f73\u3002 \u57fa\u65bc\u4e94\u7d44\u96a8\u6a5f\u521d\u59cb\u503c\u8a08\u7b97\u7684\u5e73\u5747\u503c\uff08\u6b63\u8ca0\u6a19\u6e96\u5dee\uff09\uff1a\u7d93\u5168\u9762\u5fae\u8abf\u7684 NASA-IBM LFM\uff0c0.0293 \u00b1 0.0013\uff1bImageNet \u9810\u8a13\u7df4\u7684 SwinV2-B\uff0c0.0377 \u00b1 0.0004\u3002 \u76ee\u6a19\u662f\u751f\u6210\u4e00\u5f35\u77e5\u8b58\u9a45\u52d5\u7684\u51b0\u9ad4\u6f5b\u5728\u6027\u5730\u5716\u3002\u9019\u4e9b\u662f\u4f5c\u8005\u5831\u544a\u7684\u57fa\u6e96\u6e2c\u8a66\u7d50\u679c\uff0c\u4e26\u975e\u7368\u7acb\u91cd\u73fe\uff0c\u4ea6\u975e\u5c0d\u6c34\u51b0\u7684\u76f4\u63a5\u6e2c\u91cf\u3002\n\u8868 4\uff08\u7b2c 16 \u9801\uff09\uff0c\u63a1\u7528 50% \u8a13\u7df4\u8cc7\u6599\u7684 WAC \u9695\u77f3\u5751\uff1a \u5c0d\u65bc\u5b8c\u5168\u5fae\u8abf\u7684 LFM\uff0c\u908a\u754c\u6846 mAP \u70ba 0.2541 \u00b1 0.0018\uff1b\u5c0d\u65bc SwinV2-B\uff0c\u5247\u70ba 0.2313 \u00b1 0.0027\u3002 \u5728\u540c\u4e00\u884c\u4e2d\uff0cAP@75 \u5206\u5225\u70ba 0.2213 \u00b1 0.0028 \u548c 0.1862 \u00b1 0.0041\u3002\u9019\u4e9b\u6307\u6a19\u7d55\u4e0d\u53ef\u4e92\u63db\u3002\n\n[S3] \u5b98\u65b9\u6a21\u578b\u8aaa\u660e\u5361\uff0c\u9810\u671f\u7528\u9014\uff0f\u9069\u7528\u7bc4\u570d\u5916\uff0f\u9650\u5236\u4e8b\u9805\u3002\n\u7db2\u5740\uff1ahttps:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\n\u9810\u671f\u7528\u9014\u662f\u900f\u904e\u5fae\u8abf\u6216 LoRA \u9069\u61c9\uff0c\u9032\u884c\u6708\u7403\u9059\u611f\u4ee5\u5be6\u73fe\u5075\u6e2c\u3001\u5206\u5272\u53ca\u5bc6\u96c6\u56de\u6b78\u3002\u672c\u6a21\u578b\u672a\u91dd\u5c0d\u8457\u9678\u9ede\u8a8d\u8b49\u6216\u5371\u96aa\u7269\u6e05\u9664\u9032\u884c\u9a57\u8b49\u3002\u51b0\u5c64\u6f5b\u529b\u8f38\u51fa\u662f\u5c0d\u77e5\u8b58\u9a45\u52d5\u5730\u5716\u7684\u56de\u6b78\u7d50\u679c\uff0c\u800c\u975e\u5be6\u969b\u6e2c\u91cf\u7684\u51b0\u5c64\u3002\u751f\u6210\u7684\u5834\u662f\u5b9a\u6027\u63a2\u6e2c\uff0c\u800c\u975e\u7d93\u6821\u6e96\u7684\u79d1\u5b78\u9810\u6e2c\u3002 \u672c\u6a21\u578b\u672a\u7dad\u6301\u7d55\u5c0d\u5927\u5730\u6e2c\u91cf\u53c3\u8003\u6846\u67b6\u3002\u5176\u6548\u80fd\u5c1a\u672a\u5728\u6708\u7403\u4ee5\u5916\u7684\u74b0\u5883\u4e2d\u9032\u884c\u8a55\u4f30\u3002\u6240\u5217\u6388\u6b0a\u70ba Apache-2.0\u3002\u8a72\u9801\u9762\u672a\u5831\u544a\u4efb\u4f55\u63a8\u8ad6\u63d0\u4f9b\u8005\u7684\u90e8\u7f72\u3002\u6b64\u5957\u4ef6\u4e0d\u63d0\u4f9b\u514d\u8cbb GPU \u904b\u7b97\u6216\u514d\u8cbb\u8a17\u7ba1\u63a8\u8ad6\u7684\u627f\u8afe\uff0c\u4ea6\u672a\u5217\u51fa\u786c\u9ad4\u6700\u4f4e\u8981\u6c42\u6216\u8a17\u7ba1 API \u50f9\u683c\u3002\n\n[S4] \u5b98\u65b9 GitHub README\uff0c\u67e5\u95b1\u65e5\u671f\uff1a2026 \u5e74 9 \u6708 28 \u65e5\u3002\n\u7db2\u5740\uff1ahttps:\/\/github.com\/NASA-IMPACT\/NASA-IBM-Lunar-Foundation-Model\n\u6b64\u5132\u5b58\u5eab\u63cf\u8ff0\u4e86\u4e00\u9805\u5fae\u8abf\u8207\u63a8\u8ad6\u7248\u672c\u7684\u767c\u5e03\u3002\u672a\u5305\u542b\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u3002 \u6b0a\u91cd\u8207\u914d\u7f6e\u53ef\u5f9e\u5b98\u65b9 Hugging Face \u6a21\u578b\u5132\u5b58\u5eab\u4e0b\u8f09\u3002\u8a72\u5132\u5b58\u5eab\u63d0\u4f9b\u8207 TerraTorch \u76f8\u5bb9\u7684\u8cc7\u6599\u6a21\u7d44\u3001\u4efb\u52d9\u3001\u9aa8\u5e79\u5c01\u88dd\u7a0b\u5f0f\u53ca\u4efb\u52d9\u914d\u7f6e\u3002\u5fae\u8abf\u8207\u6e2c\u8a66\u9700\u4f7f\u7528\u76f8\u95dc\u8cc7\u6599\u3001\u6aa2\u67e5\u9ede\u53ca\u4efb\u52d9\u914d\u7f6e\u3002README \u6587\u4ef6\u5217\u51fa\u63a1\u7528 Apache 2.0 \u6388\u6b0a\u3002.\n<\/pre><\/details><details style=\"box-sizing:border-box;margin:14px 0 0;padding:12px 14px;background:#fff;border:1px solid #bed0dc;border-radius:4px\"><summary style=\"box-sizing:border-box;cursor:pointer;color:#174d62;font-weight:700;line-height:1.5\">\u67e5\u770b\u7b2c\u4e00\u5247\u56de\u7b54\u7684\u5168\u6587<\/summary><pre style=\"box-sizing:border-box;margin:14px 0 0;white-space:pre-wrap;overflow-wrap:anywhere;word-break:normal;max-width:100%;font:0.88rem\/1.65 ui-monospace,SFMono-Regular,Consolas,monospace;color:#203d4a;background:#fff\">## 1. \u7c21\u5831\n\n\u7f8e\u570b\u570b\u5bb6\u822a\u7a7a\u66a8\u592a\u7a7a\u7e3d\u7f72\uff08NASA\uff09\u8207 IBM \u65bc 2026 \u5e74 9 \u6708 10 \u65e5\u5171\u540c\u5ba3\u5e03\u63a8\u51fa\u300c\u6708\u7403\u57fa\u790e\u6a21\u578b\u300d\uff08Lunar Foundation Model\uff09\u3002\u6b64\u516c\u958b\u7248\u672c\u5728 Hugging Face \u4e0a\u63d0\u4f9b\u6b0a\u91cd\uff0c\u4e26\u65bc GitHub \u4e0a\u63d0\u4f9b\u5fae\u8abf\u8207\u63a8\u8ad6\u7a0b\u5f0f\u78bc\uff0c\u4e3b\u8981\u91dd\u5c0d\u6708\u7403\u9695\u77f3\u5751\u6e2c\u7e6a\u3001\u706b\u5c71\u5730\u8c8c\u8b58\u5225\u53ca\u6975\u5730\u51b0\u5c64\u7814\u7a76\u7b49\u6708\u7403\u9059\u611f\u4efb\u52d9\u3002 \u64da\u5831\u5c0e\uff0c\u8a72\u6a21\u578b\u5728\u51b0\u9ad4\u63a2\u6e2c\u6f5b\u529b\u57fa\u6e96\u6e2c\u8a66\u4e2d\u7684\u5747\u65b9\u6839\u8aa4\u5dee\uff08RMSE\uff09\u8868\u73fe\u512a\u65bc\u7d93 ImageNet \u9810\u8a13\u7df4\u7684 SwinV2-B\uff0c\u4f46\u5176\u76ee\u6a19\u662f\u751f\u6210\u77e5\u8b58\u9a45\u52d5\u7684\u5730\u5716\uff0c\u800c\u975e\u76f4\u63a5\u6e2c\u91cf\u6708\u7403\u51b0\u9ad4\u3002\u8a72\u7d50\u679c\u7531\u4f5c\u8005\u57fa\u65bc\u4e94\u500b\u96a8\u6a5f\u7a2e\u5b50\u5831\u544a\uff0c\u4e26\u975e\u7d93\u7368\u7acb\u9a57\u8b49\u7684\u8907\u73fe\u7d50\u679c\u3002 \u8a72\u6a21\u578b\u65e8\u5728\u900f\u904e\u5b8c\u6574\u5fae\u8abf\u6216 LoRA \u9032\u884c\u9069\u61c9\u6027\u8abf\u6574\uff0c\u4f46\u672a\u91dd\u5c0d\u8457\u9678\u9ede\u8a8d\u8b49\u6216\u5371\u96aa\u5340\u57df\u6392\u9664\u9032\u884c\u9a57\u8b49\u3002\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u672a\u63d0\u4f9b\uff0c\u4e14\u6b64\u767c\u5e03\u65e2\u672a\u627f\u8afe\u63d0\u4f9b\u514d\u8cbb\u7684 GPU \u904b\u7b97\u8cc7\u6e90\uff0c\u4ea6\u672a\u63d0\u4f9b\u8a17\u7ba1\u63a8\u8ad6\u670d\u52d9\u3002[S1][S2][S3][S4]\n\n## 2. \u4e3b\u5f35\u6838\u5c0d\u8868\n\n| \u4e3b\u5f35 | \u7d50\u8ad6 | \u4f86\u6e90 | \u8aaa\u660e |\n|---|---|---|---|\n| 1 | \u6210\u7acb | [S1] | NASA \u7684\u516c\u544a\u65e5\u671f\u70ba 2026 \u5e74 9 \u6708 10 \u65e5\uff0c\u4e26\u5c07\u8a72\u6a21\u578b\u6a19\u793a\u70ba NASA\u2013IBM \u5408\u4f5c\u5c08\u6848\u3002 |\n| 2 | \u6210\u7acb | [S2] | \u8868 7 \u5831\u544a SwinV2-B \u7684 RMSE \u503c\u70ba 0.0377\uff0c\u800c\u5b8c\u5168\u5fae\u8abf\u5f8c\u7684\u6708\u7403\u6a21\u578b\u5247\u70ba 0.0293\u3002 |\n| 3 | \u672a\u7372\u652f\u6301 | [S2] | \u9019\u4e9b\u6578\u503c\u662f\u91dd\u5c0d\u77e5\u8b58\u9a45\u52d5\u578b\u6f5b\u5728\u6027\u5730\u5716\u7684\u57fa\u6e96\u8aa4\u5dee\uff0c\u4e26\u975e\u771f\u5be6\u6708\u7403\u6c34\u51b0\u7684\u6e2c\u91cf\u7d50\u679c\u3002 |\n| 4 | \u672a\u7372\u652f\u6301 | [S3] | \u6a21\u578b\u8aaa\u660e\u5361\u660e\u78ba\u6307\u51fa\uff0c\u8a72\u6a21\u578b\u672a\u7d93\u9a57\u8b49\uff0c\u7121\u6cd5\u7528\u65bc\u8457\u9678\u9ede\u8a8d\u8b49\u6216\u5371\u96aa\u8a55\u4f30\u3002 |\n| 5 | \u4e0d\u652f\u63f4 | [S4] | GitHub \u5132\u5b58\u5eab\u63d0\u4f9b\u5fae\u8abf\u8207\u63a8\u8ad6\u8cc7\u6e90\uff0c\u4f46\u4e0d\u5305\u542b\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u3002 |\n| 6 | \u4e0d\u652f\u63f4 | [S3] | \u8a72\u5957\u4ef6\u672a\u627f\u8afe\u63d0\u4f9b\u514d\u8cbb\u7684 GPU \u904b\u7b97\u6216\u8a17\u7ba1\u63a8\u8ad6\u670d\u52d9\uff0c\u4e14\u672a\u5831\u544a\u4efb\u4f55\u63a8\u8ad6\u4f9b\u61c9\u5546\u7684\u90e8\u7f72\u3002 |\n\n## 3. \u76f8\u5c0d RMSE \u964d\u4f4e\u5e45\u5ea6\n\n\\[\n\\frac{0.0377-0.0293}{0.0377}\\times 100 = 22.3\\%\n\\]\n\n\u9019\u662f **\u76f8\u5c0d\u65bc\u4f5c\u8005\u5831\u544a\u7684\u57fa\u6e96 RMSE \u503c\u6e1b\u5c11\u4e86 22.3%**\uff1b\u6b64\u6578\u503c\u4e26\u672a\u8861\u91cf\u5be6\u969b\u767c\u73fe\u7684\u984d\u5916\u6c34\u51b0\uff0c\u4ea6\u975e\u7d93\u7368\u7acb\u9a57\u8b49\u7684\u79d1\u5b78\u8868\u73fe\u3002[S2]\n\n## 4. \u5be6\u52d9\u4e0a\u7684\u4e0b\u4e00\u6b65\n\n1. \u5728\u9078\u64c7\u5075\u6e2c\u3001\u5206\u5272\u6216\u8ff4\u6b78\u4efb\u52d9\u4e4b\u524d\uff0c\u8acb\u5148\u95b1\u8b80\u6a21\u578b\u5361\u4e0a\u7684\u9810\u671f\u7528\u9014\u3001\u9650\u5236\u4e8b\u9805\u53ca Apache-2.0 \u6388\u6b0a\u689d\u6b3e\u3002[S3]\n2. \u5f9e Hugging Face \u4e0b\u8f09\u5b98\u65b9\u6aa2\u67e5\u9ede\u548c\u8a2d\u5b9a\u6a94\uff0c\u7136\u5f8c\u6aa2\u8996 GitHub \u4e0a\u7684\u6838\u5fc3\u5c01\u88dd\u7a0b\u5f0f\u53ca\u4efb\u52d9\u8a2d\u5b9a\u3002 [S4]\n3. \u53d6\u5f97\u76f8\u95dc\u7684\u6708\u7403\u8cc7\u6599\u96c6\uff0c\u4e26\u4f7f\u7528\u63d0\u4f9b\u7684 TerraTorch \u76f8\u5bb9\u5143\u4ef6\u9032\u884c\u5fae\u8abf\u8207\u6e2c\u8a66\uff0c\u540c\u6642\u8a3b\u660e\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u4e0d\u53ef\u7528\uff0c\u4e14\u57fa\u6e96\u6e2c\u8a66\u7d50\u679c\u9700\u7d93\u7368\u7acb\u8a55\u4f30\u3002[S2][S4]<\/pre><\/details><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u50f9\u503c\u7684\u6210\u679c\u5728\u65bc\u6210\u529f\u4fdd\u7559\u4e86\u5404\u9805\u5340\u5225\uff1a\u57fa\u6e96\u8aa4\u5dee\u8207\u5df2\u767c\u73fe\u7684\u51b0\u5c64\u3001\u7814\u7a76\u7528\u9014\u8207\u8457\u9678\u8a8d\u8b49\uff0c\u4ee5\u53ca\u5df2\u767c\u5e03\u7684\u9069\u61c9\u6027\u7a0b\u5f0f\u78bc\u8207\u7f3a\u5931\u7684\u9810\u8a13\u7df4\u7a0b\u5f0f\u78bc\u3002\u7531\u65bc\u9019\u4e9b\u9650\u5236\u689d\u4ef6\u539f\u672c\u5c31\u5b58\u5728\u65bc\u539f\u59cb\u8cc7\u6599\u5305\u4e2d\uff0c\u9019\u8b49\u660e\u4e86\u300c\u8b80\u53d6\u8207\u7d9c\u5408\u300d\u4efb\u52d9\u5df2\u6210\u529f\u5b8c\u6210\uff0c\u4f46\u4e26\u4e0d\u80fd\u8b49\u660e\u52a9\u7406\u80fd\u5920\u7368\u7acb\u767c\u73fe\u6bcf\u4e00\u9805\u6ce8\u610f\u4e8b\u9805\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u70ba\u8f03\u5927\u578b\u7684\u5c08\u6848\uff0c, <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-chatgpt-deep-research-complete-tutorial-tips-and-best-practices\/\">\u898f\u5283\u4e00\u5834\u66f4\u6df1\u5165\u7684 AI \u8f14\u52a9\u7814\u7a76\u5de5\u4f5c\u574a<\/a> \u91dd\u5c0d\u8cc7\u6599\u3001\u65b9\u6cd5\u3001\u8a55\u4f30\u53ca\u9650\u5236\u7b49\u5404\u81ea\u7684\u7591\u554f\u9032\u884c\u63a2\u8a0e\u3002\u8acb\u5c07\u539f\u59cb\u8cc7\u6599\u8868\u653e\u5728\u8349\u7a3f\u65c1\u908a\uff0c\u4e26\u5728\u7de8\u8f2f\u5b8c\u7562\u5f8c\u518d\u6b21\u6838\u5c0d\u6bcf\u500b\u6578\u5b57\u3002\u9019\u500b\u7fd2\u6163\u6bd4\u521d\u7a3f\u6458\u8981\u807d\u8d77\u4f86\u591a\u6d41\u66a2\u66f4\u70ba\u91cd\u8981\u3002.<\/p>\n\n\n\n<h2 id=\"limitations\" class=\"wp-block-heading\">\u5be6\u52d9\u4e0a\u91cd\u8981\u7684\u9650\u5236<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u8aaa\u660e\u5361\u6307\u51fa\uff0c\u8a72\u6708\u7403\u6a21\u578b\u5c1a\u672a\u901a\u904e\u9a57\u8b49\uff0c\u7121\u6cd5\u7528\u65bc\u8457\u9678\u9ede\u8a8d\u8b49\u6216\u5371\u96aa\u56e0\u7d20\u6392\u9664\u7b49\u4f5c\u696d\u6c7a\u7b56\u3002\u79d1\u5b78\u6a21\u578b\u96d6\u6709\u52a9\u65bc\u63a2\u7d22\u89c0\u6e2c\u7d50\u679c\uff0c\u4f46\u5c1a\u7121\u6cd5\u7528\u4ee5\u8a8d\u8b49\u592a\u7a7a\u8239\u80fd\u5426\u5728\u67d0\u8655\u5b89\u5168\u8457\u9678\u3002\u6b64\u985e\u7528\u9014\u9700\u8981\u4e0d\u540c\u5c64\u7d1a\u7684\u9a57\u8b49\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210\u6b04\u4f4d\u4e5f\u9700\u8b39\u614e\u5c0d\u5f85\u3002\u8a72\u6a21\u578b\u4e26\u672a\u7dad\u6301\u7d55\u5c0d\u5927\u5730\u6e2c\u7e6a\u53c3\u8003\u7cfb\uff0c\u56e0\u6b64\u751f\u6210\u7684\u6578\u503c\u53ef\u80fd\u6703\u8207\u7269\u7406\u6578\u503c\u7522\u751f\u504f\u5dee\u3002\u4f5c\u8005\u5c07\u6b64\u751f\u6210\u904e\u7a0b\u63cf\u8ff0\u70ba\u4e00\u7a2e\u5b9a\u6027\u63a2\u6e2c\uff0c\u800c\u975e\u7d93\u904e\u6821\u6e96\u7684\u79d1\u5b78\u9810\u6e2c\u3002\u5373\u4f7f\u5730\u52e2\u5716\u6216\u89c0\u6e2c\u5716\u770b\u4f3c\u5408\u7406\uff0c\u4e5f\u4e0d\u61c9\u88ab\u8996\u70ba\u7d93\u6e2c\u91cf\u5f97\u51fa\u7684\u6210\u679c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a72\u8a55\u4f30\u9ede\u5c1a\u672a\u5ef6\u4f38\u81f3\u6708\u7403\u4ee5\u5916\u7684\u7bc4\u570d\u3002\u5373\u4f7f\u5728\u6708\u7403\u7814\u7a76\u9818\u57df\u5167\uff0c\u57fa\u6e96\u6e2c\u8a66\u7684\u7d50\u679c\u4e5f\u597d\u58de\u53c3\u534a\uff1a\u67d0\u4e9b\u4efb\u52d9\u53d6\u5f97\u986f\u8457\u9032\u5c55\uff0c\u800c\u5176\u4ed6\u4efb\u52d9\u5247\u53d6\u5f97\u76f8\u8fd1\u7684\u6210\u679c\u3002\u53ef\u4fe1\u7684\u7d93\u9a57\u6559\u8a13\u662f\uff1a\u61c9\u6839\u64da\u8207\u60a8\u7684\u5be6\u9a57\u76f8\u7b26\u7684\u76ee\u6a19\u3001\u898f\u6a21\u3001\u8cc7\u6599\u53ca\u57fa\u6e96\u4f86\u8a55\u4f30\u6a21\u578b\u3002.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">NASA \u8207 IBM \u5408\u4f5c\u7684\u300c\u6708\u7403\u57fa\u790e\u6a21\u578b\u300d\u53ef\u4ee5\u514d\u8cbb\u4f7f\u7528\u55ce\uff1f<\/h3>\n\n\n\n<p 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