{"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\/hub\/zh\/nasa-ibm-lunar-foundation-model","title":{"rendered":"NASA-IBM \u6708\u7403\u57fa\u7840\u6a21\u578b\uff1a\u7528\u9014\u3001\u6210\u679c\u53ca\u83b7\u53d6\u65b9\u5f0f"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>NASA-IBM\u6708\u7403\u57fa\u7840\u6a21\u578b\u662f\u4e00\u4e2a\u7528\u4e8e\u5206\u6790\u6708\u7403\u89c2\u6d4b\u6570\u636e\u7684\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002.<\/strong> \u8be5\u6280\u672f\u4e8e2026\u5e749\u670810\u65e5\u516c\u5e03\uff0c\u53ef\u8fdb\u884c\u8c03\u6574\u4ee5\u63a2\u6d4b\u9668\u77f3\u5751\u3001\u52fe\u52d2\u706b\u5c71\u5730\u8c8c\u8f6e\u5ed3\uff0c\u5e76\u9884\u6d4b\u51b0\u8d44\u6e90\u6f5c\u529b\u56fe\u4e2d\u7684\u5206\u5e03\u6a21\u5f0f\u3002 \u636e\u62a5\u9053\uff0c\u8be5\u6280\u672f\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u7279\u5b9a\u7684\u7814\u7a76\u57fa\u51c6\u4e0a\uff1a\u5173\u4e8e\u51b0\u7684\u6700\u91cd\u8981\u7684\u6210\u679c\u662f\u9884\u6d4b\u8bef\u5dee\u66f4\u4f4e\uff0c\u800c\u975e\u5728\u6708\u7403\u4e0a\u53d1\u73b0\u4e86\u66f4\u591a\u6c34\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u5b66\u751f\u548c\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u6709\u7528\u7684\u5207\u5165\u70b9\u662f <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u5b98\u65b9\u4eba\u7269\u5361<\/a>, \u3001\u6280\u672f\u62a5\u544a\u4ee5\u53ca\u5df2\u53d1\u5e03\u7684\u4ee3\u7801\u3002\u8fd9\u4e9b\u5185\u5bb9\u5171\u540c\u9610\u8ff0\u4e86\u6a21\u578b\u5b66\u4e60\u5230\u4e86\u4ec0\u4e48\u3001\u8bc4\u4f30\u4e86\u54ea\u4e9b\u4efb\u52a1\uff0c\u4ee5\u53ca\u60a8\u9700\u8981\u54ea\u4e9b\u5185\u5bb9\u6765\u6784\u5efa\u81ea\u5df1\u7684\u5b9e\u9a8c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u9996\u5148\u8981\u505a\u7684\u5c31\u662f\u7406\u89e3\u8fd9\u9879\u7814\u7a76\uff0c, <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_content_home&amp;login=1\">GlobalGPT<\/a> \u5c06\u8d44\u6599\u68c0\u7d22\u3001\u6587\u732e\u5206\u6790\u3001\u63a8\u7406\u548c\u5199\u4f5c\u6574\u5408\u5230\u4e00\u4e2a\u591a\u6a21\u578b\u5de5\u4f5c\u533a\u4e2d\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u79cd\u7ecf\u6d4e\u5b9e\u60e0\u7684\u65b9\u5f0f\uff0c\u53ea\u9700\u4e00\u6b21\u8ba2\u9605\uff0c\u5373\u53ef\u4ece\u964c\u751f\u7684\u79d1\u5b66\u672f\u8bed\u9010\u6b65\u8fc7\u6e21\u5230\u6e05\u6670\u7684\u7814\u7a76\u7b80\u62a5\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 \u4eea\u8868\u76d8\" 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\u8bd5\u7528 100 \u591a\u79cd\u9876\u7ea7\u6a21\u578b<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<nav class=\"glb-lunar-toc\" aria-label=\"\u76ee\u5f55\" 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\u4e48\u662f\u7f8e\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u4e0eIBM\u5408\u4f5c\u7684\u6708\u7403\u57fa\u7840\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\u4ece\u54ea\u4e9b\u6570\u636e\u4e2d\u5b66\u4e60\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\u652f\u6301\u7684\u4e09\u9879\u4efb\u52a1<\/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\u51c6\u6d4b\u8bd5\u7ed3\u679c\u7684\u542b\u4e49<\/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\">\u5728\u54ea\u91cc\u83b7\u53d6\u4ee5\u53ca\u4f7f\u7528\u8d39\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\">\u5229\u7528\u4eba\u5de5\u667a\u80fd\u7406\u89e3\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\">\u5b9e\u8df5\u4e2d\u5177\u6709\u5b9e\u9645\u610f\u4e49\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\u89c1\u95ee\u9898<\/a><\/li><\/ol><\/nav>\n\n\n\n<h2 id=\"what-is-it\" class=\"wp-block-heading\">\u4ec0\u4e48\u662f\u7f8e\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u4e0eIBM\u5408\u4f5c\u7684\u6708\u7403\u57fa\u7840\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\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u7684\u516c\u544a<\/a> \u8be5\u9879\u76ee\u88ab\u4ecb\u7ecd\u4e3a\u6708\u7403\u79d1\u5b66\u7684\u57fa\u7840\u6a21\u578b\uff0c\u7531IBM\u5171\u540c\u5f00\u53d1\u3002\u57fa\u7840\u6a21\u578b\u4ece\u6d77\u91cf\u6570\u636e\u4e2d\u5b66\u4e60\u53ef\u590d\u7528\u7684\u6a21\u5f0f\uff1b\u968f\u540e\uff0c\u7814\u7a76\u4eba\u5458\u5c06\u8fd9\u4e9b\u6a21\u5f0f\u9002\u5e94\u4e8e\u66f4\u5177\u4f53\u7684\u4efb\u52a1\u3002\u5728\u6b64\uff0c\u6240\u6d89\u53ca\u7684\u6570\u636e\u662f\u6708\u7403\u9065\u611f\u6570\u636e\uff0c\u800c\u975e\u65e5\u5e38\u8bed\u8a00\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NASA-IBM LFM \u91c7\u7528\u57fa\u4e8e ViT-B \u67b6\u6784\u7684\u89c6\u89c9\u53d8\u6362\u5668\uff08Vision Transformer\uff09\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u3002\u5176\u8f93\u5165\u5305\u62ec\u4e0d\u540c\u7a7a\u95f4\u5206\u8fa8\u7387\u7684\u56fe\u50cf\u53ca\u5176\u4ed6\u89c2\u6d4b\u4ea7\u54c1\u3002\u79d1\u5b66\u5bb6\u53ef\u4ee5\u8c03\u6574\u751f\u6210\u7684\u8868\u793a\u5f62\u5f0f\uff0c\u7528\u4e8e\u68c0\u6d4b\u3001\u5206\u5272\u6216\u56de\u5f52\u2014\u2014\u8fd9\u4e09\u79cd\u65b9\u6cd5\u5206\u522b\u7528\u4e8e\u8bc6\u522b\u7269\u4f53\u3001\u52fe\u52d2\u533a\u57df\u8f6e\u5ed3\u4ee5\u53ca\u9884\u6d4b\u6570\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\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u53d1\u5e03\u516c\u544a\uff0c\u4ecb\u7ecd\u4e86\u7528\u4e8e\u6708\u7403\u79d1\u5b66\u7814\u7a76\u7684\u201cNASA-IBM\u6708\u7403\u57fa\u7840\u6a21\u578b\u201d\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\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u516c\u5e03\u4e86\u6708\u7403\u6a21\u578b<\/a> \u5c06\u4e8e2026\u5e749\u670810\u65e5\u53d1\u5e03\uff0c\u5c4a\u65f6\u5c06\u5411\u516c\u4f17\u5f00\u653e\u6a21\u578b\u548c\u4ee3\u7801\u8bbf\u95ee\u6743\u9650\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4f7f\u5f97\u8be5\u53d1\u5e03\u5bf9\u4ece\u4e8b\u6708\u7403\u5730\u56fe\u5de5\u4f5c\u7684\u56e2\u961f\u4ee5\u53ca\u7814\u7a76\u884c\u661f\u673a\u5668\u5b66\u4e60\u7684\u5b66\u751f\u90fd\u5927\u6709\u88e8\u76ca\u3002\u5bf9\u4e8e\u4efb\u4f55\u5e0c\u671b\u4e86\u89e3\u79d1\u5b66\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5982\u4f55\u8fdb\u884c\u8bc4\u4f30\u7684\u4eba\u6765\u8bf4\uff0c\u9605\u8bfb\u8be5\u9879\u76ee\u4e5f\u9887\u6709\u4ef7\u503c\u3002\u4e0d\u8fc7\uff0c\u4f7f\u7528\u5176\u68c0\u67e5\u70b9\u5c5e\u4e8e\u7814\u7a76\u8ba1\u7b97\u5de5\u4f5c\u6d41\uff0c\u800c\u975e\u804a\u5929\u5bf9\u8bdd\u3002.<\/p>\n\n\n\n<h2 id=\"data-and-design\" class=\"wp-block-heading\">\u5b83\u662f\u4ece\u54ea\u4e9b\u6570\u636e\u4e2d\u5b66\u4e60\u7684\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u6a21\u578b\u5361<\/a> \u63cf\u8ff0\u4e86SomBench\u8bad\u7ec3\u6570\u636e\uff1a963,609\u4e2a\u5e7f\u89d2\u6444\u50cf\u5934\uff08WAC\uff09\u56fe\u5757\u675f\u548c1,000,113\u4e2a\u7a84\u89d2\u6444\u50cf\u5934\uff08NAC\uff09\u56fe\u5757\u675f\u3002 \u5e7f\u89d2\u76f8\u673a\uff08WAC\uff09\u7684\u5c3a\u5ea6\u7ea6\u4e3a\u6bcf\u50cf\u7d20100\u7c73\uff1b\u7a84\u89d2\u76f8\u673a\uff08NAC\uff09\u7684\u5c3a\u5ea6\u7ea6\u4e3a\u6bcf\u50cf\u7d201\u7c73\u3002\u8fd9\u4f7f\u5f97\u6a21\u578b\u5728\u7ea6200\u4e07\u4e2a\u6570\u636e\u5305\u4e2d\uff0c\u65e2\u80fd\u83b7\u53d6\u66f4\u5e7f\u9614\u7684\u5730\u5f62\u80cc\u666f\u4fe1\u606f\uff0c\u53c8\u80fd\u6355\u6349\u5230\u66f4\u7cbe\u7ec6\u7684\u8868\u9762\u7ec6\u8282\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 \u5bf9\u66f4\u5e7f\u6cdb\u7684\u6570\u636e\u8d44\u6e90\u8fdb\u884c\u4e86\u63cf\u8ff0<\/a> \u5305\u62ec\u6765\u81ea\u56db\u9879\u4efb\u52a1\u4e2d\u4e5d\u79cd\u4eea\u5668\u768430\u591a\u5c42\u5bf9\u9f50\u6570\u636e\u3002\u6a21\u578b\u5361\u4e2d\u6307\u5b9a\u4e8611\u79cd\u8f93\u5165\u6a21\u6001\u3002\u8fd9\u4e9b\u56fe\u8868\u63cf\u8ff0\u4e86\u6570\u636e\u5904\u7406\u6d41\u7a0b\u7684\u4e0d\u540c\u9636\u6bb5\uff1a\u6e90\u6570\u636e\u5c42\u3001\u6253\u5305\u7684\u8bad\u7ec3\u6837\u672c\uff0c\u4ee5\u53ca\u6a21\u578b\u6240\u7f16\u7801\u7684\u8f93\u5165\u7c7b\u578b\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-data\" aria-label=\"\u6708\u7403\u6570\u636e\u548c\u6a21\u578b\u8f93\u5165\" 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\u4e2a\u9879\u76ee\uff0c\u4e09\u79cd\u4e0d\u540c\u7684\u8ba1\u6570\u5355\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\u4e2a\u6e90\u56fe\u5c42<\/span><p style=\"box-sizing:border-box;color:#294e45;line-height:1.6;margin:8px 0\">IBM \u63cf\u8ff0\u4e86\u4e00\u9879\u7531\u56db\u9879\u4efb\u52a1\u4e2d\u7684\u4e5d\u53f0\u4eea\u5668\u6c47\u96c6\u800c\u6210\u7684\u6570\u636e\u8d44\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\u5957WAC\u8d44\u6599\u5305\u548c1,000,113\u5957NAC\u8d44\u6599\u5305\u63d0\u4f9b\u4e86\u4e24\u79cd\u89c4\u683c\u7684\u57f9\u8bad\u6750\u6599\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\u79cd\u8f93\u5165\u6a21\u5f0f<\/span><p style=\"box-sizing:border-box;color:#294e45;line-height:1.6;margin:8px 0\">\u8be5\u6a21\u578b\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u89c2\u6d4b\u6570\u636e\u8fdb\u884c\u4e86\u7f16\u7801\uff0c\u5305\u62ec\u5f71\u50cf\u548c\u5730\u5f62\u4ea7\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\">\u6e90\u56fe\u5c42\u3001\u74e6\u7247\u5305\u548c\u8f93\u5165\u6a21\u6001\u6240\u7edf\u8ba1\u7684\u5bf9\u8c61\u5404\u4e0d\u76f8\u540c\u3002\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\u6570\u636e\u96c6\u63cf\u8ff0<\/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\u4eba\u7269\u5361<\/a>.<\/p><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u7167\u660e\u4e5f\u662f\u8bbe\u8ba1\u7684\u4e00\u90e8\u5206\u3002\u6a21\u578b\u4f1a\u5c06\u89c2\u5bdf\u51e0\u4f55\u4fe1\u606f\uff08\u5305\u62ec\u7167\u660e\u89d2\u5ea6\uff09\u4f5c\u4e3a\u663e\u5f0f\u4e0a\u4e0b\u6587\u63a5\u6536\u3002\u8fd9\u6709\u52a9\u4e8e\u533a\u5206\u8868\u9762\u5728\u7279\u5b9a\u7167\u660e\u6761\u4ef6\u4e0b\u7684\u5916\u89c2\u4e0e\u5176\u6b63\u5728\u5b66\u4e60\u7684\u57fa\u7840\u5730\u5f62\u6a21\u5f0f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u4ee3\u8868\u7ea6100\u7c73\u5730\u5f62\u7684\u50cf\u7d20\uff0c\u65e0\u6cd5\u50cf\u4e00\u4e2a\u4ee3\u8868\u7ea61\u7c73\u7684\u50cf\u7d20\u90a3\u6837\u5c55\u73b0\u51fa\u540c\u6837\u7684\u7ec6\u8282\u3002\u6b63\u56e0\u5982\u6b64\uff0cWAC\u548cNAC\u62cd\u6444\u7684\u9668\u77f3\u5751\u89c2\u6d4b\u7ed3\u679c\u503c\u5f97\u5206\u522b\u5173\u6ce8\u3002\u5927\u5c3a\u5ea6\u56fe\u50cf\u6240\u83b7\u5f97\u7684\u6539\u8fdb\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u5728\u5fae\u5c0f\u5730\u8868\u7279\u5f81\u4e0a\u4e5f\u80fd\u83b7\u5f97\u540c\u7b49\u7a0b\u5ea6\u7684\u6539\u8fdb\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u9879\u76ee\u9075\u5faaTerraMind\u7684\u9884\u8bad\u7ec3\u65b9\u6cd5\uff0c\u4f46\u5b8c\u5168\u57fa\u4e8e\u6708\u7403\u6570\u636e\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u3002\u56e0\u6b64\uff0c\u5e94\u5c06\u5176\u89c6\u4e3a\u4e13\u4e3a\u6708\u7403\u89c2\u6d4b\u6784\u5efa\u7684\u6a21\u578b\uff0c\u800c\u975e\u4e00\u4e2a\u66f4\u540d\u540e\u7684\u5730\u7403\u89c2\u6d4b\u68c0\u67e5\u70b9\u6a21\u578b\u3002\u5173\u952e\u95ee\u9898\u5728\u4e8e\uff0c\u5176\u5b66\u5230\u7684\u8868\u5f81\u5982\u4f55\u6709\u52a9\u4e8e\u7279\u5b9a\u7684\u6708\u7403\u89c2\u6d4b\u4efb\u52a1\u3002.<\/p>\n\n\n\n<h2 id=\"what-it-can-do\" class=\"wp-block-heading\">\u5b83\u652f\u6301\u7684\u4e09\u9879\u4efb\u52a1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5df2\u53d1\u8868\u7684\u8bc4\u4f30\u6db5\u76d6\u4e86\u4e09\u4e2a\u4efb\u52a1\u7c7b\u522b\u3002\u6bcf\u4e2a\u7c7b\u522b\u4ea7\u751f\u7684\u7b54\u6848\u7c7b\u578b\u5404\u4e0d\u76f8\u540c\uff0c\u56e0\u6b64\u201c\u66f4\u597d\u201d\u7684\u542b\u4e49\u4f1a\u56e0\u4efb\u52a1\u800c\u5f02\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\u52a1<\/th><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u8f93\u51fa<\/th><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u8be5\u7ed3\u679c\u80fd\u652f\u6301\u4ec0\u4e48<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u9668\u77f3\u5751\u68c0\u6d4b<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">WAC \u6216 NAC \u56fe\u50cf\u4e2d\u9668\u77f3\u5751\u5468\u56f4\u7684\u8fb9\u754c\u6846<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u6bd4\u8f83\u63a2\u6d4b\u5668\u53d1\u73b0\u548c\u5b9a\u4f4d\u6807\u8bb0\u9668\u77f3\u5751\u7684\u51c6\u786e\u6027\u3002.<\/td><\/tr><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u4e0d\u89c4\u5219\u6bcd\u9a6c\u6591\u7684\u5206\u6bb5<\/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\u5f81\u7684\u50cf\u7d20\u7ea7\u8f6e\u5ed3<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u7814\u7a76\u9884\u6d4b\u533a\u57df\u4e0e\u6807\u6ce8\u7279\u5f81\u8fb9\u754c\u4e4b\u95f4\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\">\u6781\u5730\u51b0\u5c42\u52d8\u63a2\u6f5c\u529b\u56de\u5f52<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u57fa\u4e8e\u77e5\u8bc6\u7684\u8fdc\u666f\u56fe\u7684\u8fde\u7eed\u9884\u6d4b<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u7814\u7a76\u4e0e\u5efa\u6a21\u76ee\u6807\u7684\u4e00\u81f4\u6027\uff0c\u4ee5\u786e\u5b9a\u53ef\u80fd\u5b58\u5728\u7684\u4e0e\u51b0\u76f8\u5173\u7684\u72b6\u51b5\u3002.<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u706b\u5c71\u53e3\u68c0\u6d4b\u548c\u706b\u5c71\u5730\u8c8c\u5206\u5272\u6709\u52a9\u4e8e\u7814\u7a76\u4eba\u5458\u6574\u7406\u548c\u5206\u6790\u5f71\u50cf\u6570\u636e\u3002\u5176\u5b9e\u7528\u6027\u53d6\u51b3\u4e8e\u6807\u7b7e\u3001\u6bd4\u4f8b\u5c3a\u548c\u8bc4\u4f30\u533a\u57df\u3002\u5373\u4f7f\u67d0\u4e2a\u6a21\u578b\u5728\u65e2\u5b9a\u7684\u6d4b\u8bd5\u96c6\u4e0a\u8868\u73b0\u826f\u597d\uff0c\u4ecd\u9700\u9488\u5bf9\u65b0\u9879\u76ee\u7684\u6570\u636e\u548c\u79d1\u5b66\u95ee\u9898\u8fdb\u884c\u8bc4\u4f30\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u51b0\u5c42\u52d8\u63a2\u524d\u666f\u9700\u8981\u6700\u4e3a\u8c28\u614e\u7684\u89e3\u8bfb\u3002.<\/strong> \u8be5\u76ee\u6807\u662f\u7ed8\u5236\u4e00\u5f20\u57fa\u4e8e\u79d1\u5b66\u77e5\u8bc6\u7684\u3001\u663e\u793a\u51b0\u53ef\u80fd\u5b58\u5728\u533a\u57df\u7684\u5730\u56fe\uff0c\u800c\u975e\u5bf9\u51b0\u5c42\u50a8\u91cf\u7684\u76f4\u63a5\u6d4b\u91cf\u3002\u82e5\u89c2\u6d4b\u7ed3\u679c\u4e0e\u8be5\u5730\u56fe\u543b\u5408\u5ea6\u66f4\u9ad8\uff0c\u5219\u6709\u52a9\u4e8e\u5bf9\u51b0\u5c42\u5206\u5e03\u6a21\u5f0f\u53ca\u6f5c\u5728\u533a\u57df\u5f00\u5c55\u7814\u7a76\u3002\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u53d1\u73b0\u4e86\u989d\u5916\u7684\u6c34\u8d44\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=\"\u4e00\u4efd\u5b98\u65b9\u6708\u7403\u6a21\u578b\u5361\u7247\uff0c\u63cf\u8ff0\u4e86\u51b0\u5c42\u52d8\u63a2\u9884\u6d4b\u5728\u7814\u7a76\u4e2d\u7684\u7528\u9014\u53ca\u5c40\u9650\u6027\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\">\"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u5b98\u65b9\u4eba\u7269\u5361<\/a> \u5c06\u51b0\u5c42\u52d8\u63a2\u6f5c\u529b\u5b9a\u4e49\u4e3a\u5efa\u6a21\u76ee\u6807\uff0c\u5e76\u6392\u9664\u4e86\u7740\u9646\u70b9\u7684\u8ba4\u8bc1\u3002.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"benchmarks\" class=\"wp-block-heading\">\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u7684\u542b\u4e49<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\/blob\/main\/NI_LFM_Technical_Report.pdf\">\u6280\u672f\u62a5\u544a<\/a> \u63d0\u4f9b\u4e86\u57fa\u4e8e\u4e94\u4e2a\u968f\u673a\u521d\u59cb\u503c\u7684\u5747\u503c\u548c\u6807\u51c6\u5dee\u3002\u5176\u7ed3\u679c\u5c06\u8c03\u6574\u540e\u7684\u201c\u6708\u7403\u6a21\u578b\u201d\u914d\u7f6e\u4e0e\u6307\u5b9a\u7684\u201c\u89c6\u89c9\u6a21\u578b\u201d\u57fa\u7ebf\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002\u6211\u4eec\u6838\u5bf9\u4e86\u5df2\u53d1\u8868\u7684\u8868\u683c\uff1b\u4f46\u5e76\u672a\u91cd\u73b0\u201c\u6708\u7403\u201d\u5b9e\u9a8c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6307\u6807\u56de\u7b54\u4e86\u4e0d\u540c\u7684\u95ee\u9898\u3002 \u5e73\u5747\u7cbe\u5ea6\uff08mAP\uff09\u7528\u4e8e\u8bc4\u4f30\u76ee\u6807\u68c0\u6d4b\uff1b\u4ea4\u5e76\u6bd4\uff08IoU\uff09\u7528\u4e8e\u8861\u91cf\u9884\u6d4b\u533a\u57df\u4e0e\u6807\u6ce8\u533a\u57df\u4e4b\u95f4\u7684\u91cd\u53e0\u7a0b\u5ea6\uff1b\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u7528\u4e8e\u8861\u91cf\u6570\u503c\u9884\u6d4b\u8bef\u5dee\u3002mAP \u548c IoU \u503c\u8d8a\u9ad8\u8d8a\u597d\uff0c\u800c RMSE \u503c\u8d8a\u4f4e\u8d8a\u597d\u3002\u8fd9\u4e9b\u6307\u6807\u4e0d\u5e94\u5408\u5e76\u4e3a\u5355\u4e00\u7684\u51c6\u786e\u7387\u8bc4\u5206\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=\"\u5bf9\u6bd4\u6708\u7403\u6a21\u578b\u4e0eImageNet\u9884\u8bad\u7ec3\u57fa\u7ebf\u7684\u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5\u8868\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\">\"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <a href=\"https:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\">\u4f5c\u8005\u57fa\u51c6\u8868<\/a> \u62a5\u544a\u79f0\uff0c\u5176\u51b0\u5c42\u52d8\u63a2\u80fd\u529b\u6709\u6240\u63d0\u5347\uff0c\u4e14\u5728\u7c73\u7ea7\u9668\u77f3\u5751\u548c\u706b\u5c71\u5730\u8c8c\u65b9\u9762\u7684\u52d8\u63a2\u7ed3\u679c\u4e5f\u76f8\u5f53\u53ef\u89c2\u3002.<\/figcaption><\/figure>\n\n\n\n<section class=\"glb-lunar-results\" aria-label=\"\u4f5c\u8005\u62a5\u544a\u7684\u6708\u7403\u6a21\u578b\u57fa\u51c6\u6d4b\u8bd5\" 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\u5c42\u52d8\u63a2\u8bef\u5dee\uff1a\u8fc4\u4eca\u62a5\u544a\u4e2d\u6700\u663e\u8457\u7684\u6536\u76ca<\/p><p style=\"box-sizing:border-box;color:#e0edf3;line-height:1.65;margin:12px 0\">\u5747\u65b9\u6839\u8bef\u5dee\u4ece <strong style=\"box-sizing:border-box;color:#fff\">0.0377 \u81f3 0.0293<\/strong> \u9488\u5bf9 SwinV2-B\uff0c\u4e00\u79cd <strong style=\"box-sizing:border-box;color:#fff\">22.3% \u76f8\u5bf9\u51cf\u91cf<\/strong>. RMSE \u503c\u8d8a\u4f4e\uff0c\u8868\u660e\u4e0e\u57fa\u51c6\u51b0\u5c42\u52d8\u63a2\u6f5c\u529b\u56fe\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\u9884\u8bad\u7ec3\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 \u5168\u9762\u5fae\u8c03<\/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\">\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\uff0c\u6570\u503c\u8d8a\u4f4e\u8d8a\u597d\u3002\u67f1\u72b6\u56fe\u4ece\u96f6\u5f00\u59cb\u3002\u4e94\u6b21\u968f\u673a\u521d\u59cb\u5316\u5b9e\u9a8c\u7684\u5747\u503c \u00b1 \u6807\u51c6\u5dee\u3002\u76ee\u6807\u662f\u4e00\u5f20\u5efa\u6a21\u5f97\u5230\u7684\u524d\u77bb\u6027\u56fe\uff0c\u800c\u975e\u5bf9\u51b0\u5c42\u7684\u6d4b\u91cf\u3002.<\/p><div class=\"glb-lunar-results-scroll\" role=\"region\" aria-label=\"\u5176\u4ed6\u6708\u7403\u57fa\u51c6\u6d4b\u8bd5\u7ed3\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\u52a1\u4e0e\u6570\u636e<\/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\u6807\u51c6 \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\">\u575a\u5b9e\u7684\u57fa\u7840<\/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 \u9668\u77f3\u5751 \u00b7 50% \u8bad\u7ec3\u6570\u636e<\/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\u8c03<\/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\uff08\u7b80\u4f53\u4e2d\u6587\uff08\u5927\u9646\uff09\uff09<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\u9668\u77f3\u5751 \u00b7 100% \u8bad\u7ec3\u6570\u636e<\/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\u9668\u77f3\u5751 \u00b7 100% \u8bad\u7ec3\u6570\u636e<\/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\u89c4\u5219\u7684\u6bcd\u9a6c\u6591\u5757<\/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\uff08\u7b80\u4f53\u4e2d\u6587\uff08\u5927\u9646\uff09\uff09<br style=\"box-sizing:border-box\">\u7f16\u7801\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\u7b80\u4f53\u4e2d\u6587\uff08\u5927\u9646\uff09<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\u7ea7\u9668\u77f3\u5751\u548c\u706b\u5c71\u5730\u8c8c\u7684\u89c2\u6d4b\u7ed3\u679c\u4e0e\u5f3a\u57fa\u7ebf\u6570\u636e\u76f8\u5f53\u3002\u8fd9\u4e9b\u5fae\u5c0f\u5dee\u5f02\u5e94\u7ed3\u5408\u4e0d\u540c\u89c2\u6d4b\u8fd0\u884c\u4e4b\u95f4\u7684\u53d8\u5f02\u6027\u6765\u89e3\u8bfb\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\">\u8d44\u6599\u6765\u6e90 <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\">\u7f8e\u56fd\u5b87\u822a\u5c40-IBM\u6280\u672f\u62a5\u544a<\/a>, \uff0c\u88684\u20137\uff0c\u7b2c16\u548c18\u9875\u3002\u8fd9\u4e9b\u662f\u4f5c\u8005\u5f97\u51fa\u7684\u7ed3\u679c\uff0c\u5e76\u975e\u72ec\u7acb\u91cd\u73b0\u7684\u7ed3\u679c\u3002.<\/p><\/section>\n\n\n\n<h3 class=\"wp-block-heading\">22%\u7684\u51b0\u6d4b\u7ed3\u679c\u8868\u660e\u8bef\u5dee\u6709\u6240\u51cf\u5c11<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c31\u51b0\u8d44\u6e90\u6f5c\u529b\u800c\u8a00\uff0c\u5df2\u62a5\u544a\u7684\u6708\u7403\u914d\u7f6e\u4e2d\u8868\u73b0\u6700\u5f3a\u7684\u90a3\u7ec4\u5176\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u4e3a0.0293\uff0c\u800cSwinV2-B\u7684\u8be5\u6570\u503c\u4e3a0.0377\u3002\u8ba1\u7b97\u65b9\u6cd5\u5982\u4e0b\uff1a <strong>(0.0377 \u2212 0.0293) \u00f7 0.0377 \u00d7 100 = 22.3%<\/strong>. RMSE \u7528\u4e8e\u8861\u91cf\u76f8\u5bf9\u4e8e\u76ee\u6807\u5730\u56fe\u7684\u9884\u6d4b\u8bef\u5dee\uff1b\u6570\u503c\u8d8a\u4f4e\u8d8a\u597d\u3002\u8be5\u767e\u5206\u6bd4\u65e2\u4e0d\u662f\u51c6\u786e\u7387\u5f97\u5206\uff0c\u4e5f\u4e0d\u662f\u6708\u7403\u51b0\u91cf\u7684\u53d8\u5316\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9668\u77f3\u5751\u7684\u5206\u6790\u7ed3\u679c\u53d6\u51b3\u4e8e\u8ba1\u91cf\u5355\u4f4d\u548c\u6570\u636e\u5c3a\u5ea6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4f7f\u752850%\u4efdWAC\u8bad\u7ec3\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u6708\u7403\u6a21\u578b\u7684mAP\u4e3a0.2541\uff0c\u800cSwinV2-B\u4e3a0.2313\u3002 \u8be5\u6708\u7403\u6a21\u578b\u7684\u7ed3\u679c\u4e5f\u8d85\u8fc7\u4e86\u57fa\u7ebf\u6a21\u578b\u5728100%\u8bad\u7ec3\u6570\u636e\u4e0b\u76840.2420 mAP\u3002\u7b2c\u4e00\u7ec4\u6bd4\u8f83\u4f7f\u7528\u4e86\u7b49\u6bd4\u4f8b\u7684\u6570\u636e\u6837\u672c\uff1b\u7b2c\u4e8c\u7ec4\u5219\u8bc1\u660e\u4e86\u5728\u6b64\u7279\u5b9a\u5b9e\u9a8c\u4e2d\u6807\u7b7e\u6548\u7387\u7684\u6709\u6548\u6027\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IBM \u7ea6 19% \u7684\u201c\u9668\u77f3\u5751\u201d\u63d0\u5347\uff0c\u53ef\u4e0e\u8be5\u62a5\u544a\u4e2d\u57fa\u4e8e 50% \u8bad\u7ec3\u6570\u636e\u7684 AP@75 \u503c\u76f8\u543b\u5408\uff1a0.2213 \u5bf9\u6bd4 0.1862\uff0c\u76f8\u5bf9\u589e\u5e45\u4e3a 18.9%\u3002 AP@75 \u662f\u5728\u7279\u5b9a\u91cd\u53e0\u9608\u503c\u4e0b\u5bf9\u68c0\u6d4b\u7ed3\u679c\u8fdb\u884c\u7684\u8bc4\u4f30\u3002\u4e0d\u5e94\u5c06\u5176\u91cd\u65b0\u6807\u8bb0\u4e3a\u8868\u683c\u4e2d mAP \u6307\u6807\u7684 19% \u589e\u5e45\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u66f4\u7cbe\u7ec6\u7684NAC\u5c3a\u5ea6\u4e0a\uff0c\u6708\u7403\u6a21\u578b\u7684mAP\u4e3a0.1543\uff0c\u57fa\u7ebf\u6a21\u578b\u7684mAP\u4e3a0.1552\u3002 \u5bf9\u4e8e\u201c\u4e0d\u89c4\u5219\u6708\u6d77\u6591\u5757\u201d\u4efb\u52a1\uff0c\u8be5\u6a21\u578b\u4e0e ConvNeXtV2-B \u76f8\u6bd4\uff0c\u62a5\u544a\u7684\u524d\u666f IoU \u503c\u5206\u522b\u4e3a 0.5709 \u548c 0.5687\u3002\u4f5c\u8005\u5c06\u8fd9\u4e9b\u4efb\u52a1\u63cf\u8ff0\u4e3a\u4e0e\u5f3a\u52b2\u57fa\u7ebf\u6a21\u578b\u76f8\u5f53\u3002\u8fd9\u4e9b\u7ec6\u5fae\u7684\u5dee\u5f02\uff0c\u52a0\u4e0a\u4e0d\u540c\u8fd0\u884c\u4e4b\u95f4\u62a5\u544a\u7684\u6ce2\u52a8\uff0c\u5e76\u4e0d\u652f\u6301\u201c\u6708\u7403\u6a21\u578b\u5728\u6240\u6709\u65b9\u9762\u90fd\u80dc\u51fa\u201d\u8fd9\u4e00\u8bf4\u6cd5\u3002.<\/p>\n\n\n\n<h2 id=\"access-and-cost\" class=\"wp-block-heading\">\u5728\u54ea\u91cc\u83b7\u53d6\u4ee5\u53ca\u4f7f\u7528\u8d39\u7528\u662f\u591a\u5c11<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf7\u4ece\u4ee5\u4e0b\u5b98\u65b9\u8d44\u6e90\u5f00\u59cb\u3002\u6a21\u578b\u6743\u91cd\u548c\u4ee3\u7801\u91c7\u7528 Apache-2.0 \u8bb8\u53ef\u8bc1\uff0c\u68c0\u67e5\u70b9\u5df2\u516c\u5f00\u53d1\u5e03\u3002\u8be5\u4ee3\u7801\u5e93\u5177\u4f53\u63cf\u8ff0\u4e86\u4e00\u4e2a <strong>\u5fae\u8c03\u4e0e\u63a8\u7406\u7248\u672c\u53d1\u5e03<\/strong>; \uff1b\u8be5\u89c4\u5219\u660e\u786e\u6392\u9664\u4e86\u9884\u8bad\u7ec3\u4ee3\u7801\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-access\" aria-label=\"\u5b98\u65b9\u6708\u7403\u6a21\u578b\u8d44\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\">\u9009\u62e9\u4e0b\u4e00\u6b65\u6240\u9700\u7684\u8d44\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\">\u9605\u8bfb\u578b\u53f7\u5361<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u9996\u5148\u4ece\u9884\u671f\u7528\u9014\u3001\u8f93\u5165\u6570\u636e\u3001\u8bb8\u53ef\u4ee5\u53ca\u9650\u5236\u6761\u4ef6\u5165\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\u8f7d\u6743\u91cd\u548c\u914d\u7f6e<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u201c\u6587\u4ef6\u201d\u9009\u9879\u5361\u4e2d\u5305\u542b\u5df2\u53d1\u5e03\u7684\u68c0\u67e5\u70b9\u53ca\u76f8\u5173\u6587\u4ef6\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\">\u68c0\u67e5\u5fae\u8c03\u548c\u63a8\u7406\u4ee3\u7801<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u8bf7\u53c2\u8003 README \u548c TerraTorch \u4efb\u52a1\u914d\u7f6e\u6765\u89c4\u5212\u5b9e\u9a8c\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\">\u6d4f\u89c8\u6a21\u578b\u548c\u6570\u636e\u8d44\u6e90<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u8bf7\u5173\u6ce8\u8be5\u5b98\u65b9\u96c6\u5408\uff0c\u4ee5\u83b7\u53d6\u76f8\u5173\u7684\u4e0b\u6e38\u6a21\u578b\u548c\u6570\u636e\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\">\u9605\u8bfb\u6280\u672f\u62a5\u544a<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u88684\u81f3\u88687\u7ed9\u51fa\u4e86\u4efb\u52a1\u7ed3\u679c\u3001\u8bbe\u7f6e\u4ee5\u53ca\u4e0d\u540c\u8fd0\u884c\u4e4b\u95f4\u7684\u5dee\u5f02\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\">\u8bbf\u95ee\u5b98\u65b9\u6f14\u793a<\/a><p style=\"box-sizing:border-box;color:#2c4958;line-height:1.65;margin:9px 0 0\">\u8bf7\u67e5\u770b\u8be5\u9879\u76ee\u7684\u6f14\u793a\u7248\u672c\u3002\u5728\u672c\u6b21\u8bc4\u5ba1\u4e2d\uff0c\u6211\u4eec\u5e76\u672a\u6267\u884c\u751f\u6210\u64cd\u4f5c\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\">2026\u5e749\u670828\u65e5\u67e5\u9605\u65f6\uff0c\u8be5\u6a21\u578b\u5361\u4e0a\u672a\u5217\u51fa\u4efb\u4f55\u5df2\u90e8\u7f72\u7684Hugging Face\u63a8\u7406\u63d0\u4f9b\u7a0b\u5e8f\u3002\u53ef\u4e0b\u8f7d\u7684\u68c0\u67e5\u70b9\u548c\u6f14\u793a\u9875\u9762\u662f\u4e24\u4e2a\u72ec\u7acb\u7684\u8bbf\u95ee\u9014\u5f84\u3002.<\/p><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u60f3\u5bf9\u6a21\u578b\u8fdb\u884c\u8c03\u6574\uff0c\u8bf7\u5728\u8bbe\u7f6e\u5b9e\u9a8c\u4e4b\u524d\u9009\u62e9\u4e0b\u6e38\u4efb\u52a1\u3002\u8be5\u4ee3\u7801\u5e93\u63d0\u4f9b\u4e86\u4e0e TerraTorch \u517c\u5bb9\u7684\u7ec4\u4ef6\u548c\u914d\u7f6e\uff0c\u7528\u4e8e\u8fde\u63a5\u68c0\u67e5\u70b9\u3001\u4efb\u52a1\u548c\u6570\u636e\u3002TerraTorch \u662f\u4e00\u4e2a\u7528\u4e8e\u7ec4\u7ec7\u8bad\u7ec3\u548c\u8bc4\u4f30\u5de5\u4f5c\u6d41\u7684\u8f6f\u4ef6\u6846\u67b6\u3002.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bf7\u9605\u8bfb\u6a21\u578b\u8bf4\u660e\u5361\u548c README \u6587\u4ef6\uff0c\u7136\u540e\u6839\u636e\u7814\u7a76\u95ee\u9898\u9009\u62e9\u68c0\u6d4b\u3001\u5206\u5272\u6216\u56de\u5f52\u3002.<\/li>\n\n\n\n<li>\u83b7\u53d6\u76f8\u5e94\u7684\u6570\u636e\u548c\u5b98\u65b9\u68c0\u67e5\u70b9\uff0c\u5e76\u68c0\u67e5\u4ed3\u5e93\u7684\u4efb\u52a1\u914d\u7f6e\u548c\u73af\u5883\u8bf4\u660e\u3002.<\/li>\n\n\n\n<li>\u51c6\u5907\u8be5\u914d\u7f6e\u6240\u9700\u7684\u6570\u636e\uff0c\u5e76\u8fd0\u884c\u76f8\u5e94\u7684\u5fae\u8c03\u6216\u63a8\u7406\u5de5\u4f5c\u6d41\u3002.<\/li>\n\n\n\n<li>\u6839\u636e\u9002\u5f53\u7684\u57fa\u51c6\u8fdb\u884c\u8bc4\u4f30\uff0c\u5e76\u4fdd\u7559\u6570\u636e\u5212\u5206\u3001\u8bbe\u7f6e\u548c\u8f93\u51fa\u7ed3\u679c\uff0c\u4ee5\u4fbf\u6838\u5bf9\u7ed3\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\u63cf\u8ff0\u4e86\u6708\u7403\u6a21\u578b\u5fae\u8c03\u548c\u63a8\u7406\u7248\u672c\u7684\u53d1\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\">\"(\u300a\u4e16\u754c\u4eba\u6743\u5ba3\u8a00\u300b) <a href=\"https:\/\/github.com\/NASA-IMPACT\/NASA-IBM-Lunar-Foundation-Model\">\u5b98\u65b9\u4ed3\u5e93<\/a> \u63d0\u4f9b\u4e86\u5fae\u8c03\u548c\u63a8\u7406\u4ee3\u7801\uff1b\u5176\u4e2d\u4e0d\u5305\u542b\u9884\u8bad\u7ec3\u4ee3\u7801\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f00\u653e\u8bbf\u95ee\u867d\u7136\u7701\u53bb\u4e86\u521d\u671f\u8d2d\u4e70\u6a21\u578b\u8bb8\u53ef\u7684\u6b65\u9aa4\uff0c\u4f46\u8fd0\u884c\u5b9e\u9a8c\u4ecd\u9700\u6210\u672c\u3002\u60a8\u9700\u8981\u8ba1\u7b97\u8d44\u6e90\u3001\u5b58\u50a8\u7a7a\u95f4\u3001\u6570\u636e\u51c6\u5907\u4ee5\u53ca\u7528\u4e8e\u8bc4\u4f30\u7684\u65f6\u95f4\u3002\u53d1\u5e03\u7684\u68c0\u67e5\u70b9\u5e76\u4e0d\u81ea\u52a8\u9644\u5e26\u6258\u7ba1 API \u6216\u514d\u8d39\u7684 GPU \u65f6\u95f4\uff0c\u4e14\u6e90\u4ee3\u7801\u5e76\u672a\u4e3a\u6bcf\u4e2a\u4e0b\u6e38\u4efb\u52a1\u8bbe\u5b9a\u901a\u7528\u7684\u6700\u4f4e GPU \u914d\u7f6e\u8981\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\">\u4f60\u7684\u76ee\u6807<\/th><th scope=\"col\" style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#edf3f6;color:#173f51\">\u9700\u8981\u89c4\u5212\u7684\u8d44\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\">\u9605\u8bfb\u5e76\u8bc4\u4f30\u8be5\u516c\u544a<\/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\u62a5\u544a\u548c\u5b58\u50a8\u5e93\u3002.<\/td><\/tr><tr><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u8fd0\u884c\u6216\u8c03\u6574\u79d1\u5b66\u6a21\u578b<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u5408\u9002\u7684\u8ba1\u7b97\u548c\u5b58\u50a8\u8d44\u6e90\u3001\u76f8\u5173\u6570\u636e\u3001\u73af\u5883\u914d\u7f6e\u4ee5\u53ca\u8bc4\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\u8bba\u6587\u5e76\u64b0\u5199\u7814\u7a76\u7b80\u62a5<\/td><td style=\"padding:13px 15px;text-align:left;vertical-align:top;border:1px solid #d5dfe5;background:#fff;color:#263c48\">\u4f8b\u5982 GlobalGPT \u8fd9\u6837\u7684\u7814\u7a76\u52a9\u7406\u5de5\u4f5c\u533a\uff0c\u5728\u5355\u4e00\u8ba2\u9605\u4e2d\u5373\u53ef\u8bbf\u95ee\u6a21\u578b\u5e76\u4f7f\u7528\u6587\u6863\u5de5\u5177\u3002.<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<h2 id=\"research-workflow\" class=\"wp-block-heading\">\u5229\u7528\u4eba\u5de5\u667a\u80fd\u7406\u89e3\u7814\u7a76<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u6709\u5efa\u8bbe\u6027\u7684\u7b2c\u4e00\u4e2a\u95ee\u9898\u5e94\u5f53\u5207\u4e2d\u8981\u70b9\uff1a\u201c\u62a5\u9053\u4e2d\u63d0\u5230\u768422%\u6539\u8fdb\u5b9e\u9645\u4e0a\u8861\u91cf\u7684\u662f\u4ec0\u4e48\uff1f\u201d\u8981\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff0c\u9700\u8981\u660e\u786e\u76ee\u6807\u3001\u6307\u6807\u3001\u57fa\u51c6\u548c\u8ba1\u7b97\u65b9\u6cd5\u3002\u8be2\u95ee\u8fd9\u56db\u70b9\uff0c\u6bd4\u95ee\u52a9\u7406\u201c\u8fd9\u4e2a\u6a21\u578b\u662f\u5426\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u201d\u66f4\u6709\u610f\u4e49\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GlobalGPT \u8ba9\u60a8\u80fd\u591f\u5c06\u9605\u8bfb\u5de5\u4f5c\u8d2f\u7a7f\u4e8e\u8d44\u6599\u68c0\u7d22\u3001\u6587\u6863\u89e3\u8bfb\u548c\u5199\u4f5c\u7684\u5404\u4e2a\u73af\u8282\uff0c\u800c\u65e0\u9700\u5728\u6bcf\u4e2a\u6b65\u9aa4\u4e4b\u95f4\u5728\u4e0d\u540c\u7684\u5de5\u5177\u4e4b\u95f4\u6765\u56de\u5207\u6362\u3002\u82e5\u8981\u5efa\u7acb\u4e00\u79cd\u53ef\u91cd\u590d\u7684\u65b9\u6cd5\uff0c, <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-perplexity-for-research\/\">\u7f16\u5199\u4e00\u4efd\u6765\u6e90\u7ecf\u6838\u67e5\u7684\u7814\u7a76\u7b80\u62a5<\/a> \u5728\u8bf7\u6c42\u4e00\u4efd\u7ecf\u8fc7\u6da6\u8272\u7684\u6458\u8981\u4e4b\u524d\uff0c\u8bf7\u5148\u63d0\u4f9b\u4e00\u4efd\u7b80\u77ed\u7684\u53c2\u8003\u6587\u732e\u5217\u8868\u548c\u660e\u786e\u7684\u95ee\u9898\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-workflow\" aria-label=\"\u4e00\u4e2a\u4e09\u6b65\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\">\u4ece\u5b98\u65b9\u6d88\u606f\u5230\u4e00\u4efd\u6709\u7528\u7684\u7b80\u62a5<\/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\">\u6536\u96c6\u539f\u59cb\u6750\u6599\u3002.<\/strong> \u9996\u5148\u4ece\u7f8e\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u7684\u516c\u544a\u5f00\u59cb\uff0c\u7136\u540e\u6dfb\u52a0\u6a21\u578b\u5361\u3001\u6280\u672f\u62a5\u544a\u548cREADME\u6587\u4ef6\u3002\u4f60\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\">\u4f7f\u7528 Perplexity \u5bf9 GlobalGPT \u8fdb\u884c\u7684\u7814\u7a76<\/a> \u4ee5\u67e5\u627e\u76f8\u5173\u8d44\u6599\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\u6709\u9488\u5bf9\u6027\u7684\u95ee\u9898\u3002.<\/strong> \u8bf7\u4e00\u4f4d\u52a9\u624b\u5206\u522b\u89e3\u91ca mAP\u3001IoU \u548c RMSE\uff0c\u7136\u540e\u5217\u51fa\u6bcf\u9879\u8bf4\u6cd5\u80cc\u540e\u7684\u76ee\u6807\u3001\u57fa\u7ebf\u548c\u8bc4\u4f30\u8bbe\u7f6e\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\">\u68c0\u67e5\u5e76\u4e66\u5199\u3002.<\/strong> \u91cd\u65b0\u6253\u5f00\u5f15\u7528\u7684\u8868\u683c\uff0c\u6838\u5bf9\u6bcf\u4e2a\u6570\u5b57\uff0c\u5e76\u5c06\u6838\u5bf9\u540e\u7684\u7b14\u8bb0\u6574\u7406\u6210\u4e00\u4efd\u7b80\u62a5\uff0c\u540c\u65f6\u786e\u4fdd\u4fdd\u7559\u79d1\u5b66\u4e0a\u7684\u9650\u5236\u6761\u4ef6\u3002.<\/li><\/ol><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u4f7f\u7528GPT-5.6 Sol\u5bf9\u8be5\u5de5\u4f5c\u6d41\u7684\u4e00\u4e2a\u7cbe\u7b80\u7248\u672c\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002\u8be5\u7cfb\u7edf\u63a5\u6536\u4e86\u4ece\u56db\u4e2a\u5b98\u65b9\u6765\u6e90\u63d0\u70bc\u51fa\u7684\u4fe1\u606f\u5305\uff0c\u5e76\u9700\u636e\u6b64\u751f\u6210\u4e00\u4efd\u7b80\u77ed\u7b80\u62a5\u3001\u5bf9\u516d\u9879\u4e3b\u5f20\u8fdb\u884c\u5206\u7c7b\u3001\u8ba1\u7b97\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u7684\u964d\u4f4e\u5e45\u5ea6\uff0c\u5e76\u63d0\u51fa\u5207\u5b9e\u53ef\u884c\u7684\u540e\u7eed\u63aa\u65bd\u3002\u8be5\u4efb\u52a1\u4ec5\u4f7f\u7528\u63d0\u4f9b\u7684\u6587\u672c\uff0c\u5e76\u672a\u4e3b\u52a8\u68c0\u7d22\u65b0\u8bc1\u636e\u3002.<\/p>\n\n\n\n<section class=\"glb-lunar-setup\" aria-label=\"\u7814\u7a76\u7b80\u62a5\u6d4b\u8bd5\u8bbe\u7f6e\" 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\">\u57fa\u4e8e\u6765\u6e90\u7684\u7b80\u62a5\u6d4b\u8bd5<\/p><p style=\"box-sizing:border-box;margin:8px 0;color:#243f4c;line-height:1.65\">\u6211\u4eec\u5411GPT-5.6 Sol\u63d0\u4f9b\u4e86\u4e00\u4efd\u7b80\u77ed\u7684\u6750\u6599\u5305\uff0c\u5185\u5bb9\u6458\u81ea\u7f8e\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u7684\u516c\u544a\u3001\u5b98\u65b9\u6a21\u578b\u5361\u3001\u6280\u672f\u62a5\u544a\u4ee5\u53caGitHub\u4e0a\u7684README\u6587\u4ef6\u3002\u5b83\u9700\u8981\u64b0\u5199\u4e00\u4efd\u7b80\u62a5\u3001\u6838\u67e5\u516d\u9879\u4e3b\u5f20\uff0c\u5e76\u89e3\u91ca\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u7684\u8ba1\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\u533a\u548c\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\">\u8fd0\u884c\u7b56\u7565<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u4e00\u9053\u9898\uff1b\u9996\u6b21\u63d0\u4ea4\u5373\u4e3a\u6700\u7ec8\u7b54\u6848\uff1b\u4e0d\u5141\u8bb8\u91cd\u8bd5<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u8f93\u5165<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u5305\u542b\u56db\u4e2a\u6765\u6e90ID\u7684355\u8bcd\u6765\u6e90\u8d44\u6599\u5305<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u8303\u56f4<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u8bfb\u53d6\u548c\u7efc\u5408\uff1b\u4e0d\u8fdb\u884c\u5b9e\u65f6\u641c\u7d22\u6216\u6708\u7403\u6a21\u578b\u6267\u884c<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u54cd\u5e94\u8bbe\u7f6e<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u8f93\u51fa\u4ee4\u724c\u9650\u5236\uff1a4,096\uff1b\u6240\u6709\u5176\u4ed6\u91c7\u6837\u63a7\u5236\u5747\u4fdd\u6301\u4e3a\u670d\u52a1\u9ed8\u8ba4\u503c<\/dd><\/div><div style=\"box-sizing:border-box\"><dt style=\"box-sizing:border-box;font-weight:700;color:#234453\">\u4f7f\u7528\u65b9\u6cd5\u4e0e\u8d39\u7528<\/dt><dd style=\"box-sizing:border-box;margin:4px 0 14px;color:#2c4855\">\u62a5\u544a\u7684\u4ee3\u5e01\u603b\u6570\u4e3a2,154\u4e2a\uff1b\u8be5\u56de\u590d\u4e2d\u672a\u63d0\u53ca\u4efb\u4f55\u8d39\u7528<\/dd><\/div><\/dl><\/section>\n\n\n\n<section class=\"glb-lunar-t01\" aria-label=\"\u57fa\u4e8e\u6e90\u4ee3\u7801\u7684\u7b80\u62a5\u6d4b\u8bd5\u7ed3\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\u4e2a\u7b54\u6848\u5c06\u79d1\u5b66\u4e3b\u5f20\u63a7\u5236\u5728\u4e86\u5408\u7406\u8303\u56f4\u5185<\/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\">\u6838\u67e5\u7ed3\u679c\u4e0e\u63d0\u4f9b\u7684\u6765\u6e90\u4e00\u81f4<\/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\u5bf9\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u7684\u6b63\u786e\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\u65f6\u5019\u7ed9\u51fa\u8fd9\u4efd\u5b8c\u6574\u7684\u7b54\u590d\u4e86<\/span><\/div><\/div><p style=\"box-sizing:border-box;color:#25434f;line-height:1.65;margin:12px 0\">\u8be5\u56de\u7b54\u751f\u6210\u4e86\u4e00\u4efd112\u8bcd\u7684\u7b80\u62a5\uff0c\u9a73\u65a5\u4e86\u201c\u8be5\u6a21\u578b\u53d1\u73b0\u4e8622%\u66f4\u591a\u771f\u5b9e\u51b0\u201d\u7684\u8bf4\u6cd5\uff0c\u5e76\u4fdd\u7559\u4e86\u5173\u4e8e\u7740\u9646\u70b9\u8ba4\u8bc1\u548c\u9884\u8bad\u7ec3\u4ee3\u7801\u8bbf\u95ee\u7684\u9650\u5236\u3002\u5176\u63d0\u51fa\u7684\u4e09\u4e2a\u540e\u7eed\u6b65\u9aa4\u5747\u6307\u5411\u4e86\u5b98\u65b9\u6a21\u578b\u5361\u3001\u68c0\u67e5\u70b9\u548cTerraTorch\u8d44\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\">\u8fd9\u662f\u4e00\u9879\u4f7f\u7528\u6307\u5b9a\u6750\u6599\u5b8c\u6210\u7684\u9605\u8bfb\u4efb\u52a1\u3002\u8d44\u6599\u5305\u4e2d\u5df2\u660e\u786e\u5217\u51fa\u4e86\u5173\u952e\u9650\u5236\u6761\u4ef6\u3002\u8be5\u7ed3\u679c\u5e76\u4e0d\u80fd\u8bc1\u660e\u5728\u81ea\u4e3b\u7814\u7a76\u6216\u6708\u7403\u9065\u611f\u63a8\u65ad\u65b9\u9762\u7684\u8868\u73b0\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\">\u67e5\u770b\u786e\u5207\u7684\u63d0\u793a\u548c\u6e90\u6570\u636e\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\u7edf\n\u4f60\u662f\u4e00\u4f4d\u4e3a\u5927\u5b66\u751f\u64b0\u5199\u6587\u7ae0\u7684\u4e25\u8c28\u7684\u7814\u7a76\u7f16\u8f91\u3002\u8bf7\u4ec5\u4f7f\u7528\u63d0\u4f9b\u7684\u8d44\u6599\u5305\uff0c\u4e0d\u8981\u81ea\u884c\u641c\u7d22\u3002\u8bf7\u533a\u5206\u62a5\u9053\u4e2d\u7684\u57fa\u51c6\u6d4b\u8bd5\u6570\u636e\u4e0e\u5b9e\u9645\u7684\u79d1\u5b66\u6d4b\u91cf\u6570\u636e\u3002\u5728\u65b9\u62ec\u53f7\u4e2d\u6ce8\u660e\u6765\u6e90ID\u3002\u5982\u679c\u67d0\u9879\u8bf4\u6cd5\u7f3a\u4e4f\u4f9d\u636e\uff0c\u8bf7\u660e\u786e\u6307\u51fa\u3002 \u5207\u52ff\u634f\u9020\u5f15\u7528\u3001\u4ef7\u683c\u3001\u786c\u4ef6\u8981\u6c42\u6216\u5b9e\u9a8c\u7ed3\u679c\u3002\u8bf7\u63d0\u4f9b\u8981\u6c42\u7684\u7b54\u6848\uff0c\u800c\u975e\u9690\u85cf\u7684\u63a8\u7406\u8fc7\u7a0b\u3002\n\n\u7528\u6237\n\u5c06\u8d44\u6599\u5305\u8f6c\u5316\u4e3a\u4e00\u4efd\u5b9e\u7528\u7684\u7814\u7a76\u7b80\u62a5\u3002\u63d0\u4ea4\u5185\u5bb9\u5305\u62ec\uff1a(1) \u4e00\u4efd100\u2013130\u8bcd\u7684\u901a\u4fd7\u6613\u61c2\u7684\u7b80\u62a5\uff1b(2) \u4e00\u5f20\u516d\u884c\u201c\u4e3b\u5f20\u6838\u67e5\u8868\u201d\uff0c\u9488\u5bf9\u6bcf\u9879\u7ed9\u5b9a\u4e3b\u5f20\uff0c\u4ec5\u4f7f\u7528\u201c\u6709\u4f9d\u636e\u201d\u6216\u201c\u65e0\u4f9d\u636e\u201d\u4f5c\u4e3a\u6807\u6ce8\uff0c\u5e76\u6ce8\u660e\u6765\u6e90ID\u53ca\u4e00\u53e5\u8bf4\u660e\uff1b (3) \u6839\u636e 0.0377 \u81f3 0.0293 \u8ba1\u7b97\u5f97\u51fa\u7684\u76f8\u5bf9\u5747\u65b9\u6839\u8bef\u5dee (RMSE) \u964d\u4f4e\u5e45\u5ea6\uff0c\u56db\u820d\u4e94\u5165\u81f3\u5c0f\u6570\u70b9\u540e\u4e00\u4f4d\uff0c\u5e76\u9644\u4e0a\u8ba1\u7b97\u516c\u5f0f\u53ca\u4e00\u53e5\u8bf4\u660e\u5176\u672a\u6d4b\u91cf\u7684\u5185\u5bb9\uff1b(4) \u9488\u5bf9\u5e0c\u671b\u68c0\u67e5\u6216\u6539\u7f16\u8be5\u516c\u5f00\u6a21\u578b\u7684\u5b66\u751f\uff0c\u63d0\u51fa\u4e09\u9879\u5207\u5b9e\u53ef\u884c\u7684\u540e\u7eed\u6b65\u9aa4\u3002 \u6574\u4e2a\u56de\u7b54\u7684\u5b57\u6570\u5e94\u63a7\u5236\u5728500\u5b57\u4ee5\u5185\u3002\n\n\u5f85\u6838\u67e5\u7684\u8bba\u70b9\uff1a\n1. \u7f8e\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u548cIBM\u4e8e2026\u5e749\u670810\u65e5\u516c\u5f00\u5ba3\u5e03\u4e86\u8be5\u6a21\u578b\u3002\n2. \u636e\u62a5\u9053\uff0c\u51b0\u8d44\u6e90\u9884\u6d4b\u7684\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u4ece SwinV2-B \u6a21\u578b\u7684 0.0377 \u964d\u81f3\u5b8c\u5168\u5fae\u8c03\u540e\u7684\u6708\u7403\u6a21\u578b\u7684 0.0293\u3002\n3. \u8be5\u6a21\u578b\u5728\u6708\u7403\u4e0a\u53d1\u73b0\u4e8622%\u66f4\u591a\u7684\u771f\u5b9e\u6c34\u51b0\u3002\n4. NASA\u5df2\u9488\u5bf9\u7740\u9646\u70b9\u8ba4\u8bc1\u548c\u98ce\u9669\u8bc4\u4f30\u5bf9\u8be5\u6a21\u578b\u8fdb\u884c\u4e86\u9a8c\u8bc1\u3002\n5. GitHub\u53d1\u5e03\u5305\u4e2d\u5305\u542b\u4e86\u9884\u8bad\u7ec3\u4ee3\u7801\u3002\n6. \u516c\u5f00\u7684\u68c0\u67e5\u70b9\u786e\u4fdd\u4e86GPU\u8ba1\u7b97\u548c\u6258\u7ba1\u63a8\u7406\u670d\u52a1\u514d\u8d39\u3002\n\n\u6765\u6e90\u5305\uff1a\n[S1] NASA\u516c\u544a\uff0c2026\u5e749\u670810\u65e5\u3002\n\u6807\u9898\uff1aNASA\u4e0eIBM\u8054\u5408\u63a8\u51fa\u6708\u7403\u79d1\u5b66AI\u57fa\u7840\u6a21\u578b\u3002\n\u7f51\u5740\uff1ahttps:\/\/science.nasa.gov\/science-research\/artificial-intelligence-lunar-foundation-model\/\nNASA\u5ba3\u5e03\u4e0eIBM\u8054\u5408\u5f00\u53d1\u4e86\u4e00\u6b3e\u6708\u7403\u79d1\u5b66\u57fa\u7840\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5df2\u516c\u5f00\u6258\u7ba1\u5728Hugging Face\u4e0a\uff0c\u4ee3\u7801\u53d1\u5e03\u5728GitHub\u3002\u5b83\u53ef\u5e94\u7528\u4e8e\u9668\u77f3\u5751\u6d4b\u7ed8\u3001\u706b\u5c71\u5730\u8c8c\u8bc6\u522b\u53ca\u6781\u5730\u51b0\u5c42\u7814\u7a76\u3002\n\n[S2] NASA-IBM\u5b98\u65b9\u6a21\u578b\u5361\u7247\u53ca\u6280\u672f\u62a5\u544a\uff0c2026\u5e749\u670828\u65e5\u6838\u67e5\u3002\n\u6a21\u578b\u5361\u7247\u7f51\u5740\uff1ahttps:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\n\u6280\u672f\u62a5\u544a\u7f51\u5740\uff1ahttps:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\/blob\/main\/NI_LFM_Technical_Report.pdf\n\u8be5\u62a5\u544a\u7684\u88687\uff08\u7b2c18\u9875\uff09\u7ed9\u51fa\u4e86\u51b0\u5c42\u53ef\u63a2\u6027\u56de\u5f52\u7684\u6d4b\u8bd5\u96c6\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u3002\u6570\u503c\u8d8a\u4f4e\u8d8a\u597d\u3002 \u57fa\u4e8e\u4e94\u4e2a\u968f\u673a\u521d\u59cb\u503c\u7684\u5747\u503c\u53ca\u6807\u51c6\u5dee\uff1a\u7ecf\u8fc7\u5168\u9762\u5fae\u8c03\u7684NASA-IBM LFM\u6a21\u578b\uff0c0.0293 \u00b1 0.0013\uff1bImageNet\u9884\u8bad\u7ec3\u7684SwinV2-B\u6a21\u578b\uff0c0.0377 \u00b1 0.0004\u3002 \u76ee\u6807\u662f\u751f\u6210\u4e00\u5f20\u57fa\u4e8e\u77e5\u8bc6\u7684\u51b0\u4f53\u6f5c\u529b\u56fe\u3002\u8fd9\u4e9b\u662f\u4f5c\u8005\u62a5\u544a\u7684\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\uff0c\u5e76\u975e\u72ec\u7acb\u590d\u73b0\u7ed3\u679c\uff0c\u4e5f\u4e0d\u662f\u5bf9\u6c34\u51b0\u7684\u76f4\u63a5\u6d4b\u91cf\u3002\n\u8868 4\uff08\u7b2c 16 \u9875\uff09\uff0c\u4f7f\u7528 50% \u8bad\u7ec3\u6570\u636e\u7684 WAC \u9668\u77f3\u5751\uff1a \u5bf9\u4e8e\u5b8c\u5168\u5fae\u8c03\u7684LFM\uff0c\u8fb9\u754c\u6846mAP\u4e3a0.2541 \u00b1 0.0018\uff1b\u5bf9\u4e8eSwinV2-B\uff0c\u5219\u4e3a0.2313 \u00b1 0.0027\u3002 \u5728\u540c\u4e00\u884c\u4e2d\uff0cAP@75 \u503c\u5206\u522b\u4e3a 0.2213 \u00b1 0.0028 \u548c 0.1862 \u00b1 0.0041\u3002\u8fd9\u4e9b\u6307\u6807\u7edd\u4e0d\u80fd\u4e92\u6362\u3002\n\n[S3] \u5b98\u65b9\u6a21\u578b\u5361\u7247\uff0c\u9884\u671f\u7528\u9014 \/ \u9002\u7528\u8303\u56f4\u5916 \/ \u9650\u5236\u6761\u4ef6\u3002\nURL\uff1ahttps:\/\/huggingface.co\/nasa-ibm-ai4science\/NASA-IBM-Lunar-Foundation-Model\n\u9884\u671f\u7528\u9014\u662f\u901a\u8fc7\u5fae\u8c03\u6216 LoRA \u9002\u914d\uff0c\u5c06\u8be5\u6a21\u578b\u7528\u4e8e\u6708\u7403\u9065\u611f\u4e2d\u7684\u68c0\u6d4b\u3001\u5206\u5272\u548c\u5bc6\u96c6\u56de\u5f52\u4efb\u52a1\u3002\u8be5\u6a21\u578b\u672a\u7ecf\u8fc7\u7740\u9646\u70b9\u8ba4\u8bc1\u6216\u5371\u9669\u533a\u57df\u6e05\u9664\u7684\u9a8c\u8bc1\u3002\u51b0\u5c42\u52d8\u63a2\u8f93\u51fa\u7ed3\u679c\u662f\u5bf9\u77e5\u8bc6\u9a71\u52a8\u5730\u56fe\u7684\u56de\u5f52\u7ed3\u679c\uff0c\u800c\u975e\u5b9e\u9645\u6d4b\u91cf\u7684\u51b0\u5c42\u6570\u636e\u3002\u751f\u6210\u7684\u573a\u6570\u636e\u5c5e\u4e8e\u5b9a\u6027\u63a2\u6d4b\uff0c\u800c\u975e\u7ecf\u8fc7\u6821\u51c6\u7684\u79d1\u5b66\u9884\u6d4b\u3002 \u8be5\u6a21\u578b\u672a\u91c7\u7528\u7edd\u5bf9\u5927\u5730\u6d4b\u91cf\u53c2\u8003\u6846\u67b6\u3002\u5176\u6027\u80fd\u5c1a\u672a\u5728\u6708\u7403\u4ee5\u5916\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u8bc4\u4f30\u3002\u6240\u5217\u8bb8\u53ef\u534f\u8bae\u4e3a Apache-2.0\u3002\u8be5\u9875\u9762\u672a\u62a5\u544a\u4efb\u4f55\u63a8\u7406\u63d0\u4f9b\u5546\u7684\u90e8\u7f72\u60c5\u51b5\u3002\u672c\u8f6f\u4ef6\u5305\u4e0d\u627f\u8bfa\u63d0\u4f9b\u514d\u8d39\u7684 GPU \u8ba1\u7b97\u6216\u514d\u8d39\u7684\u6258\u7ba1\u63a8\u7406\u670d\u52a1\uff0c\u4ea6\u672a\u8bf4\u660e\u786c\u4ef6\u6700\u4f4e\u914d\u7f6e\u8981\u6c42\u6216\u6258\u7ba1 API \u7684\u4ef7\u683c\u3002\n\n[S4] \u5b98\u65b9 GitHub README\uff0c\u67e5\u9605\u4e8e 2026 \u5e74 9 \u6708 28 \u65e5\u3002\nURL\uff1ahttps:\/\/github.com\/NASA-IMPACT\/NASA-IBM-Lunar-Foundation-Model\n\u8be5\u4ee3\u7801\u5e93\u63cf\u8ff0\u4e86\u4e00\u4e2a\u5fae\u8c03\u548c\u63a8\u7406\u7248\u672c\u3002\u4e0d\u5305\u542b\u9884\u8bad\u7ec3\u4ee3\u7801\u3002 \u6743\u91cd\u548c\u914d\u7f6e\u53ef\u4ece\u5b98\u65b9 Hugging Face \u6a21\u578b\u4ed3\u5e93\u4e0b\u8f7d\u3002\u63d0\u4f9b\u4e86\u4e0e TerraTorch \u517c\u5bb9\u7684\u6570\u636e\u6a21\u5757\u3001\u4efb\u52a1\u3001\u9aa8\u5e72\u7f51\u7edc\u5c01\u88c5\u5668\u53ca\u4efb\u52a1\u914d\u7f6e\u3002\u5fae\u8c03\u548c\u6d4b\u8bd5\u9700\u8981\u76f8\u5173\u6570\u636e\u3001\u68c0\u67e5\u70b9\u548c\u4efb\u52a1\u914d\u7f6e\u3002README \u6587\u4ef6\u4e2d\u5217\u51fa\u4e86 Apache 2.0 \u8bb8\u53ef\u8bc1\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\u6761\u5b8c\u6574\u56de\u7b54<\/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. \u7b80\u62a5\n\n\u7f8e\u56fd\u5b87\u822a\u5c40\uff08NASA\uff09\u4e0eIBM\u4e8e2026\u5e749\u670810\u65e5\u8054\u5408\u53d1\u5e03\u4e86\u201c\u6708\u7403\u57fa\u7840\u6a21\u578b\u201d\uff08Lunar Foundation Model\uff09\u3002\u8be5\u6a21\u578b\u7684\u516c\u5f00\u7248\u672c\u5728Hugging Face\u4e0a\u63d0\u4f9b\u4e86\u6743\u91cd\uff0c\u5e76\u5728GitHub\u4e0a\u63d0\u4f9b\u4e86\u5fae\u8c03\u548c\u63a8\u7406\u4ee3\u7801\uff0c\u4e3b\u8981\u9762\u5411\u6708\u7403\u9065\u611f\u4efb\u52a1\uff0c\u4f8b\u5982\u9668\u77f3\u5751\u6d4b\u7ed8\u3001\u706b\u5c71\u7279\u5f81\u8bc6\u522b\u4ee5\u53ca\u6781\u5730\u51b0\u5c42\u7814\u7a76\u3002 \u636e\u62a5\u9053\uff0c\u8be5\u6a21\u578b\u5728\u51b0\u4f53\u52d8\u63a2\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5176\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u4f18\u4e8e\u5728ImageNet\u4e0a\u9884\u8bad\u7ec3\u7684SwinV2-B\u6a21\u578b\uff0c\u4f46\u5176\u76ee\u6807\u662f\u751f\u6210\u77e5\u8bc6\u9a71\u52a8\u7684\u5730\u56fe\uff0c\u800c\u975e\u76f4\u63a5\u6d4b\u91cf\u6708\u7403\u51b0\u4f53\u3002\u8be5\u7ed3\u679c\u7531\u4f5c\u8005\u57fa\u4e8e\u4e94\u4e2a\u968f\u673a\u79cd\u5b50\u62a5\u544a\uff0c\u5e76\u975e\u72ec\u7acb\u9a8c\u8bc1\u3002 \u8be5\u6a21\u578b\u65e8\u5728\u901a\u8fc7\u5b8c\u5168\u5fae\u8c03\u6216 LoRA \u8fdb\u884c\u9002\u914d\uff0c\u4f46\u672a\u7ecf\u8fc7\u7740\u9646\u70b9\u8ba4\u8bc1\u6216\u5371\u9669\u6e05\u9664\u65b9\u9762\u7684\u9a8c\u8bc1\u3002\u9884\u8bad\u7ec3\u4ee3\u7801\u7f3a\u5931\uff0c\u4e14\u8be5\u53d1\u5e03\u65e2\u672a\u627f\u8bfa\u63d0\u4f9b\u514d\u8d39\u7684 GPU \u8ba1\u7b97\u8d44\u6e90\uff0c\u4e5f\u672a\u63d0\u4f9b\u6258\u7ba1\u63a8\u7406\u670d\u52a1\u3002[S1][S2][S3][S4]\n\n## 2. \u4e3b\u5f20\u6838\u67e5\u8868\n\n| \u4e3b\u5f20 | \u7ed3\u8bba | \u6765\u6e90 | \u8bf4\u660e |\n|---|---|---|---|\n| 1 | \u6210\u7acb | [S1] | NASA\u7684\u516c\u544a\u65e5\u671f\u4e3a2026\u5e749\u670810\u65e5\uff0c\u5e76\u660e\u786e\u6307\u51fa\u8be5\u6a21\u578b\u662fNASA\u4e0eIBM\u7684\u5408\u4f5c\u9879\u76ee\u3002 |\n| 2 | \u6210\u7acb | [S2] | \u88687\u663e\u793a\uff0cSwinV2-B\u7684RMSE\u503c\u4e3a0.0377\uff0c\u5b8c\u5168\u5fae\u8c03\u540e\u7684\u6708\u7403\u6a21\u578b\u7684RMSE\u503c\u4e3a0.0293\u3002 |\n| 3 | \u4e0d\u652f\u6301 | [S2] | \u8fd9\u4e9b\u6570\u503c\u662f\u57fa\u4e8e\u77e5\u8bc6\u9a71\u52a8\u7684\u6f5c\u5728\u6c34\u51b0\u5206\u5e03\u56fe\u7684\u57fa\u51c6\u8bef\u5dee\uff0c\u800c\u975e\u5bf9\u771f\u5b9e\u6708\u7403\u6c34\u51b0\u7684\u6d4b\u91cf\u7ed3\u679c\u3002 |\n| 4 | \u4e0d\u652f\u6301 | [S3] | \u6a21\u578b\u8bf4\u660e\u5361\u660e\u786e\u6307\u51fa\uff0c\u8be5\u6a21\u578b\u672a\u7ecf\u9a8c\u8bc1\uff0c\u65e0\u6cd5\u7528\u4e8e\u7740\u9646\u70b9\u8ba4\u8bc1\u6216\u5371\u9669\u8bc4\u4f30\u3002 |\n| 5 | \u4e0d\u652f\u6301 | [S4] | GitHub \u4ee3\u7801\u5e93\u63d0\u4f9b\u4e86\u5fae\u8c03\u548c\u63a8\u7406\u8d44\u6e90\uff0c\u4f46\u672a\u5305\u542b\u9884\u8bad\u7ec3\u4ee3\u7801\u3002 |\n| 6 | \u4e0d\u652f\u6301 | [S3] | \u8be5\u65b9\u6848\u672a\u627f\u8bfa\u63d0\u4f9b\u514d\u8d39\u7684 GPU \u8ba1\u7b97\u6216\u6258\u7ba1\u63a8\u7406\u670d\u52a1\uff0c\u4e14\u672a\u62a5\u544a\u4efb\u4f55\u63a8\u7406\u63d0\u4f9b\u5546\u7684\u90e8\u7f72\u60c5\u51b5\u3002 |\n\n## 3. \u76f8\u5bf9\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u964d\u4f4e\u5e45\u5ea6\n\n\\[\n\\frac{0.0377-0.0293}{0.0377}\\times 100 = 22.3\\%\n\\]\n\n\u8fd9\u662f**\u76f8\u5bf9\u4e8e\u4f5c\u8005\u62a5\u544a\u7684\u57fa\u51c6 RMSE \u7684 22.3% \u76f8\u5bf9\u964d\u5e45**\uff1b\u8be5\u6307\u6807\u5e76\u672a\u8861\u91cf\u65b0\u53d1\u73b0\u7684\u5b9e\u9645\u6c34\u51b0\u91cf\uff0c\u4e5f\u672a\u4f53\u73b0\u7ecf\u8fc7\u72ec\u7acb\u9a8c\u8bc1\u7684\u79d1\u5b66\u6027\u80fd\u3002[S2]\n\n## 4. \u5b9e\u9645\u540e\u7eed\u6b65\u9aa4\n\n1. \u5728\u9009\u62e9\u68c0\u6d4b\u3001\u5206\u5272\u6216\u56de\u5f52\u4efb\u52a1\u4e4b\u524d\uff0c\u8bf7\u9605\u8bfb\u6a21\u578b\u5361\u7247\u7684\u9884\u671f\u7528\u9014\u3001\u9650\u5236\u53ca Apache-2.0 \u8bb8\u53ef\u534f\u8bae\u3002[S3]\n2. \u4ece Hugging Face \u4e0b\u8f7d\u5b98\u65b9\u68c0\u67e5\u70b9\u548c\u914d\u7f6e\uff0c\u7136\u540e\u68c0\u67e5 GitHub \u4e0a\u7684\u9aa8\u5e72\u7f51\u7edc\u5c01\u88c5\u548c\u4efb\u52a1\u914d\u7f6e\u3002 [S4]\n3. \u83b7\u53d6\u76f8\u5173\u7684\u6708\u7403\u6570\u636e\u96c6\uff0c\u5e76\u4f7f\u7528\u63d0\u4f9b\u7684\u4e0e TerraTorch \u517c\u5bb9\u7684\u7ec4\u4ef6\u8fdb\u884c\u5fae\u8c03\u548c\u6d4b\u8bd5\uff0c\u540c\u65f6\u9700\u8bf4\u660e\uff1a\u9884\u8bad\u7ec3\u4ee3\u7801\u4e0d\u53ef\u7528\uff0c\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u9700\u8981\u72ec\u7acb\u8bc4\u4f30\u3002[S2][S4]<\/pre><\/details><\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u4ef7\u503c\u7684\u6210\u679c\u5728\u4e8e\u4fdd\u7559\u4e86\u8fd9\u4e9b\u533a\u522b\uff1a\u57fa\u51c6\u8bef\u5dee\u4e0e\u53d1\u73b0\u7684\u51b0\u5c42\u3001\u7814\u7a76\u7528\u9014\u4e0e\u7740\u9646\u8ba4\u8bc1\u3001\u4ee5\u53ca\u5df2\u53d1\u5e03\u7684\u9002\u5e94\u6027\u4ee3\u7801\u4e0e\u7f3a\u5931\u7684\u9884\u8bad\u7ec3\u4ee3\u7801\u3002\u7531\u4e8e\u8fd9\u4e9b\u9650\u5236\u6761\u4ef6\u539f\u672c\u5c31\u5b58\u5728\u4e8e\u6e90\u6570\u636e\u5305\u4e2d\uff0c\u8fd9\u8bc1\u660e\u4e86\u201c\u8bfb\u53d6\u4e0e\u7efc\u5408\u201d\u4efb\u52a1\u7684\u6210\u529f\uff0c\u4f46\u5e76\u4e0d\u80fd\u8bc1\u660e\u52a9\u624b\u80fd\u591f\u72ec\u7acb\u53d1\u73b0\u6240\u6709\u6ce8\u610f\u4e8b\u9879\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u89c4\u6a21\u8f83\u5927\u7684\u9879\u76ee\uff0c, <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-chatgpt-deep-research-complete-tutorial-tips-and-best-practices\/\">\u7b56\u5212\u4e00\u573a\u66f4\u6df1\u5165\u7684\u3001\u7531\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u7684\u7814\u7a76\u6d3b\u52a8<\/a> \u56f4\u7ed5\u6570\u636e\u3001\u65b9\u6cd5\u3001\u8bc4\u4f30\u548c\u5c40\u9650\u6027\u7b49\u5404\u4e2a\u65b9\u9762\u7684\u95ee\u9898\u8fdb\u884c\u5206\u6790\u3002\u5c06\u539f\u59cb\u6570\u636e\u8868\u653e\u5728\u8349\u7a3f\u65c1\u8fb9\uff0c\u7f16\u8f91\u5b8c\u6210\u540e\u518d\u6b21\u6838\u5bf9\u6bcf\u4e2a\u6570\u5b57\u3002\u8fd9\u4e2a\u4e60\u60ef\u6bd4\u521d\u7a3f\u542c\u8d77\u6765\u591a\u4e48\u6d41\u7545\u66f4\u4e3a\u91cd\u8981\u3002.<\/p>\n\n\n\n<h2 id=\"limitations\" class=\"wp-block-heading\">\u5b9e\u8df5\u4e2d\u5177\u6709\u5b9e\u9645\u610f\u4e49\u7684\u9650\u5236<\/h2>\n\n\n\n<p 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