{"id":26567,"date":"2025-06-27T08:02:53","date_gmt":"2025-06-27T00:02:53","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26567"},"modified":"2025-06-27T08:02:53","modified_gmt":"2025-06-27T00:02:53","slug":"scienceboard%ef%bc%9a%e6%9e%84%e5%bb%ba%e6%99%ba%e8%83%bd%e4%bd%93%e9%a9%b1%e5%8a%a8%e7%9a%84%e7%a7%91%e5%ad%a6%e6%8e%a2%e7%b4%a2%e6%96%b0%e3%80%8c%e7%8e%af%e5%a2%83%e3%80%8d","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/06\/27\/26567\/","title":{"rendered":"SCIENCEBOARD\uff1a\u6784\u5efa\u667a\u80fd\u4f53\u9a71\u52a8\u7684\u79d1\u5b66\u63a2\u7d22\u65b0\u300c\u73af\u5883\u300d"},"content":{"rendered":"<div class=\"article-desc\">SCIENCEBOARD 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wp-image-26569\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/280ec59888e17fd6fb4718a809e08552d0e10f-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/280ec59888e17fd6fb4718a809e08552d0e10f-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/280ec59888e17fd6fb4718a809e08552d0e10f-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u8086\u3007\u67d2\u3002\u4eca\u5929\uff0c\u6211\u4eec\u6765\u804a\u804a 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SCIENCEBOARD\u3002\u5b83\u5e26\u6765\u4e86\u53cc\u91cd\u521b\u65b0\u8d21\u732e\uff1a\u4e00\u65b9\u9762\uff0c\u5b83\u6253\u9020\u4e86\u4e00\u4e2a\u73b0\u5b9e\u7684\u591a\u57df\u73af\u5883\uff0c\u5c06\u52a8\u6001\u4e14\u89c6\u89c9\u4e30\u5bcc\u7684\u79d1\u5b66\u5de5\u4f5c\u6d41\u4e0e\u4e13\u4e1a\u8f6f\u4ef6\u6df1\u5ea6\u878d\u5408\uff0c\u667a\u80fd\u4f53\u80fd\u591f\u901a\u8fc7\u4e0d\u540c\u754c\u9762\u81ea\u4e3b\u4ea4\u4e92\uff0c\u52a0\u901f\u590d\u6742\u79d1\u7814\u4efb\u52a1\u4e0e\u5b9e\u9a8c\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5b83\u7cbe\u5fc3\u7b56\u5212\u4e86\u4e00\u4e2a\u5305\u542b 169 \u4e2a\u9ad8\u8d28\u91cf\u3001\u4e25\u8c28\u9a8c\u8bc1\u7684\u771f\u5b9e\u4e16\u754c\u4efb\u52a1\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u6db5\u76d6\u751f\u7269\u5316\u5b66\u3001\u5929\u6587\u5b66\u548c\u5730\u7406\u4fe1\u606f\u5b66\u7b49\u591a\u4e2a\u79d1\u5b66\u53d1\u73b0\u5de5\u4f5c\u6d41\u9886\u57df\u3002\u5bf9\u4f7f\u7528\u5148\u8fdb\u6a21\u578b\uff08\u5982 GPT-4o\u3001Claude 3.7\u3001UI-TARS\uff09\u7684\u667a\u80fd\u4f53\u8fdb\u884c\u5e7f\u6cdb\u8bc4\u4f30\u540e\u53d1\u73b0\uff0c\u5c3d\u7ba1\u53d6\u5f97\u4e86\u4e00\u4e9b\u4ee4\u4eba\u9f13\u821e\u7684\u7ed3\u679c\uff0c\u4f46\u5b83\u4eec\u5728\u53ef\u9760\u534f\u52a9\u79d1\u5b66\u5bb6\u5904\u7406\u590d\u6742\u5de5\u4f5c\u6d41\u65b9\u9762\u7684\u6210\u529f\u7387\u4ec5\u4e3a 15%\u3002\u5728\u6df1\u5165\u5206\u6790\u90e8\u5206\uff0c\u8fdb\u4e00\u6b65\u63d0\u4f9b\u4e86\u5173\u4e8e\u89e3\u51b3\u5f53\u524d\u667a\u80fd\u4f53\u5c40\u9650\u6027\uff0c\u4ee5\u53ca\u66f4\u9ad8\u6548\u8bbe\u8ba1\u539f\u5219\u7684\u5b9d\u8d35\u89c1\u89e3\uff0c\u4e3a\u6784\u5efa\u66f4\u5f3a\u5927\u7684\u79d1\u5b66\u53d1\u73b0\u667a\u80fd\u4f53\u94fa\u5e73\u9053\u8def\u3002SCIENCEBOARD \u7684\u4ee3\u7801\u3001\u57fa\u51c6\u6d4b\u8bd5\u548c\u6392\u884c\u699c\u5df2\u5728\u5b98\u7f51\u5f00\u653e\uff0c\u4e3a\u79d1\u7814\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b9d\u8d35\u7684\u8d44\u6e90\u5e73\u53f0\u3002<\/p>\n<p><img data-dominant-color=\"bcbbb9\" data-has-transparency=\"false\" style=\"--dominant-color: #bcbbb9;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26570\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f8180d40359873aeb02762655dd6a8c9b9b3f0.png\" width=\"1080\" height=\"629\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f8180d40359873aeb02762655dd6a8c9b9b3f0.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f8180d40359873aeb02762655dd6a8c9b9b3f0-300x175.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f8180d40359873aeb02762655dd6a8c9b9b3f0-1024x596.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f8180d40359873aeb02762655dd6a8c9b9b3f0-150x87.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f8180d40359873aeb02762655dd6a8c9b9b3f0-768x447.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>SCIENCEBOARD \u662f\u4e00\u4e2a\u521b\u65b0\u7684\u8ba1\u7b97\u673a\u73af\u5883\uff0c\u4e13\u4e3a\u79d1\u5b66\u53d1\u73b0\u667a\u80fd\u4f53\u800c\u8bbe\u8ba1\uff0c\u5b83\u96c6\u6210\u4e86\u591a\u79cd\u4e13\u4e1a\u8f6f\u4ef6\u548c\u5de5\u5177\u3002\u4f5c\u4e3a\u57fa\u7840\u8bbe\u65bd\uff0c\u8ba9\u4f7f\u7528\u8ba1\u7b97\u673a\u7684\u667a\u80fd\u4f53\u80fd\u591f\u534f\u52a9\u79d1\u5b66\u5de5\u4f5c\u6d41\u7a0b\u3002\u6839\u636e\u6307\u4ee4\uff0c\u667a\u80fd\u4f53\u4f1a\u901a\u8fc7\u56fe\u5f62\u7528\u6237\u754c\u9762\u64cd\u4f5c\u6216\u751f\u6210\u4ee3\u7801\u81ea\u4e3b\u5730\u4e0e\u73af\u5883\u4ea4\u4e92\uff0c\u4ee5\u5b8c\u6210\u5b9e\u9645\u4efb\u52a1<\/p>\n<h3>\u76f8\u5173\u5de5\u4f5c<\/h3>\n<h4>Computer Use \u667a\u80fd\u4f53\u7684\u53d1\u5c55\u5386\u7a0b<\/h4>\n<p>Computer Use \u667a\u80fd\u4f53\u7684\u8fdb\u5316\u5386\u7a0b\u662f\u4e00\u6bb5\u5145\u6ee1\u521b\u65b0\u4e0e\u7a81\u7834\u7684\u65c5\u7a0b\u3002\u65e9\u671f\u7684\u667a\u80fd\u4f53\u53ea\u80fd\u6267\u884c\u7b80\u5355\u7684\u811a\u672c\u4efb\u52a1\uff0c\u800c\u5982\u4eca\uff0c\u5b83\u4eec\u5df2\u7ecf\u53d1\u5c55\u5230\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\u548c\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u64cd\u4f5c\u3002CLI \u667a\u80fd\u4f53\u901a\u8fc7\u751f\u6210\u53ef\u6267\u884c\u811a\u672c\uff0c\u5b9e\u73b0\u4e86\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u6267\u884c\uff0c\u4f8b\u5982\u751f\u6210 Python \u6216 Shell \u811a\u672c\u4ee5\u64cd\u4f5c\u8ba1\u7b97\u673a\u3002\u8fd9\u79cd\u667a\u80fd\u4f53\u5728\u529e\u516c\u81ea\u52a8\u5316\u3001\u8f6f\u4ef6\u6d4b\u8bd5\u7b49\u9886\u57df\u5927\u663e\u8eab\u624b\uff0c\u5176\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u901a\u8fc7\u4ee3\u7801\u5408\u6210\u6216\u8c03\u7528 API 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\u8bed\u8a00\u6a21\u578b\u6a21\u62df\u4eba\u7c7b\u64cd\u4f5c\uff0c\u901a\u8fc7\u9f20\u6807\u548c\u952e\u76d8\u52a8\u4f5c\u4e0e\u6570\u5b57\u8bbe\u5907\u4e92\u52a8\uff0c\u4e3a\u81ea\u52a8\u5316\u684c\u9762\u548c\u79fb\u52a8\u4efb\u52a1\u5f00\u8f9f\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>\u8fd9\u4e9b\u667a\u80fd\u4f53\u5728\u591a\u4e2a\u9886\u57df\u7684\u6210\u529f\u5e94\u7528\u6848\u4f8b\u66f4\u662f\u4ee4\u4eba\u77a9\u76ee\u3002\u5728\u529e\u516c\u81ea\u52a8\u5316\u4e2d\uff0c\u5b83\u4eec\u80fd\u591f\u9ad8\u6548\u5904\u7406\u6587\u6863\u3001\u8868\u683c\u548c\u90ae\u4ef6\uff1b\u5728\u8f6f\u4ef6\u6d4b\u8bd5\u4e2d\uff0c\u5b83\u4eec\u53ef\u4ee5\u6a21\u62df\u7528\u6237\u64cd\u4f5c\u4ee5\u53d1\u73b0\u6f5c\u5728\u7684\u6f0f\u6d1e\u548c\u95ee\u9898\uff1b\u5728\u6e38\u620f\u9886\u57df\uff0c\u5b83\u4eec\u53ef\u4ee5\u626e\u6f14\u6e38\u620f\u89d2\u8272\uff0c\u63a2\u7d22\u6e38\u620f\u4e16\u754c\u5e76\u5b8c\u6210\u4efb\u52a1\u3002\u8fd9\u4e9b\u5e94\u7528\u6210\u679c\u4e0d\u4ec5\u5c55\u793a\u4e86 Computer Use \u667a\u80fd\u4f53\u7684\u5f3a\u5927\u80fd\u529b\uff0c\u4e5f\u4e3a\u5b83\u4eec\u5728\u79d1\u5b66\u5de5\u4f5c\u6d41\u4e2d\u7684\u5e94\u7528\u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n<p>\u5728\u79d1\u5b66\u5de5\u4f5c\u6d41\u4e2d\uff0cComputer Use \u667a\u80fd\u4f53\u7684\u6f5c\u5728\u4ef7\u503c\u4e0d\u53ef\u4f30\u91cf\u3002\u5b83\u4eec\u53ef\u4ee5\u534f\u52a9\u79d1\u5b66\u5bb6\u4eec\u5904\u7406\u7e41\u7410\u7684\u5b9e\u9a8c\u6570\u636e\u3001\u8fd0\u884c\u590d\u6742\u7684\u6a21\u62df\u7a0b\u5e8f\u3001\u5206\u6790\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5e76\u751f\u6210\u4e13\u4e1a\u7684\u79d1\u7814\u62a5\u544a\u3002\u4f8b\u5982\uff0c\u5728\u751f\u7269\u4fe1\u606f\u5b66\u9886\u57df\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u81ea\u52a8\u5206\u6790\u57fa\u56e0\u5e8f\u5217\u6570\u636e\uff0c\u63d0\u53d6\u5173\u952e\u7279\u5f81\u5e76\u8fdb\u884c\u5206\u7c7b\uff1b\u5728\u7269\u7406\u5b66\u6a21\u62df\u4e2d\uff0c\u5b83\u4eec\u53ef\u4ee5\u8c03\u6574\u6a21\u62df\u53c2\u6570\uff0c\u8fd0\u884c\u6a21\u62df\u7a0b\u5e8f\uff0c\u5e76\u5bf9\u7ed3\u679c\u8fdb\u884c\u521d\u6b65\u5206\u6790\u3002\u8fd9\u4e9b\u5e94\u7528\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u79d1\u7814\u6548\u7387\uff0c\u8fd8\u4f7f\u79d1\u5b66\u5bb6\u4eec\u80fd\u591f\u5c06\u66f4\u591a\u7cbe\u529b\u6295\u5165\u5230\u521b\u9020\u6027\u7684\u5de5\u4f5c\u4e2d\u3002<\/p>\n<h4>\u667a\u80fd\u4f53\u5728\u79d1\u5b66\u53d1\u73b0\u4e2d\u7684\u591a\u5143\u5e94\u7528<\/h4>\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u89c6\u89c9 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\u51ed\u501f\u5176\u5f3a\u5927\u7684\u89c6\u89c9\u548c\u8bed\u8a00\u7406\u89e3\u80fd\u529b\uff0c\u5bf9\u79d1\u5b66\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u89e3\u8bfb\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u6316\u6398\u6570\u636e\u80cc\u540e\u7684\u89c4\u5f8b\u548c\u8d8b\u52bf\u3002\u4ee5\u5929\u6587\u5b66\u4e3a\u4f8b\uff0cVLM \u53ef\u4ee5\u5206\u6790\u5929\u6587\u671b\u8fdc\u955c\u62cd\u6444\u7684\u56fe\u50cf\u6570\u636e\uff0c\u8bc6\u522b\u51fa\u661f\u7cfb\u3001\u6052\u661f\u548c\u884c\u661f\u7b49\u5929\u4f53\uff0c\u5e76\u5bf9\u5176\u8fd0\u52a8\u8f68\u8ff9\u548c\u7269\u7406\u7279\u6027\u8fdb\u884c\u5206\u6790\u3002\u8fd9\u79cd\u80fd\u529b\u5bf9\u4e8e\u5904\u7406\u5927\u89c4\u6a21\u79d1\u5b66\u6570\u636e\u96c6\u81f3\u5173\u91cd\u8981\uff0c\u80fd\u591f\u5e2e\u52a9\u79d1\u5b66\u5bb6\u4eec\u66f4\u5feb\u5730\u53d1\u73b0\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u4e0e SCIENCEBOARD \u76f8\u6bd4\uff0c\u4ee5\u5f80\u7684\u5de5\u4f5c\u5927\u591a\u96c6\u4e2d\u5728\u7279\u5b9a\u7684\u79d1\u5b66\u9886\u57df\u6216\u4efb\u52a1\u4e0a\uff0c\u800c SCIENCEBOARD \u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5176\u96c6\u6210\u591a\u57df\u79d1\u5b66\u8f6f\u4ef6\u3001\u6784\u5efa\u9ad8\u5ea6\u903c\u771f\u7684\u79d1\u5b66\u5de5\u4f5c\u6d41\u73af\u5883\u4ee5\u53ca\u8bbe\u8ba1\u7cfb\u7edf\u6027\u7684\u57fa\u51c6\u4efb\u52a1\u3002\u5b83\u4e0d\u4ec5\u6db5\u76d6\u4e86\u591a\u4e2a\u79d1\u5b66\u9886\u57df\uff0c\u8fd8\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u4efb\u52a1\u7c7b\u578b\u548c\u96be\u5ea6\u7ea7\u522b\uff0c\u4e3a\u667a\u80fd\u4f53\u7684\u5168\u9762\u8bc4\u4f30\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7406\u60f3\u7684\u5e73\u53f0\u3002<\/p>\n<h3>SCIENCEBOARD \u73af\u5883<\/h3>\n<h4>\u73af\u5883\u6784\u5efa\u4e0e\u6280\u672f\u7ec6\u8282<\/h4>\n<p>SCIENCEBOARD \u73af\u5883\u57fa\u4e8e Ubuntu \u865a\u62df\u673a\u7cbe\u5fc3\u6784\u5efa\uff0c\u76ee\u7684\u662f\u4e3a\u4e86\u5b9e\u73b0\u5bf9\u771f\u5b9e\u4e16\u754c\u79d1\u5b66\u8f6f\u4ef6\u7684\u65e0\u7f1d\u96c6\u6210\u548c\u9ad8\u6548\u64cd\u4f5c\u652f\u6301\u3002\u5728\u5b9e\u9a8c\u4e2d\uff0c\u5b83\u91c7\u7528\u4e86 Linux \u73af\u5883\uff08Ubuntu 22.04.1 LTS \u4e0e kernel 6.8.0-57-generic\uff09\uff0c\u8fd0\u884c\u5728 x64 \u4e2a\u4eba\u7535\u8111\u4e0a\u3002\u8fd9\u79cd\u865a\u62df\u673a\u914d\u7f6e\u4e0d\u4ec5\u786e\u4fdd\u4e86\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u517c\u5bb9\u6027\uff0c\u8fd8\u4e3a\u6bcf\u4e2a\u5b9e\u9a8c\u4efb\u52a1\u63d0\u4f9b\u4e86\u72ec\u7acb\u4e14\u53ef\u63a7\u7684\u8fd0\u884c\u73af\u5883\uff0c\u4fdd\u969c\u4e86\u5b9e\u9a8c\u7ed3\u679c\u7684\u53ef\u9760\u6027\u548c\u53ef\u91cd\u590d\u6027\u3002<\/p>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u4e0e\u5404\u7c7b\u79d1\u5b66\u8f6f\u4ef6\u7684\u517c\u5bb9\u6027\u4e0e\u53ef\u64cd\u4f5c\u6027\uff0c\u73af\u5883\u8fdb\u884c\u4e86\u7cbe\u5fc3\u914d\u7f6e\u548c\u4f18\u5316\u3002\u4f8b\u5982\uff0c\u9488\u5bf9\u4e0d\u540c\u7684\u79d1\u5b66\u8f6f\u4ef6\uff0c\u73af\u5883\u4f1a\u8c03\u6574\u5c4f\u5e55\u5206\u8fa8\u7387\u3001\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u3001\u914d\u7f6e\u7f51\u7edc\u8fde\u63a5\u7b49\uff0c\u4ee5\u786e\u4fdd\u8f6f\u4ef6\u80fd\u591f\u6b63\u5e38\u8fd0\u884c\u5e76\u53d1\u6325\u6700\u4f73\u6027\u80fd\u3002\u540c\u65f6\uff0c\u865a\u62df\u673a\u6280\u672f\u7684\u5e94\u7528\u4f7f\u5f97\u6bcf\u4e2a\u5b9e\u9a8c\u4efb\u52a1\u90fd\u80fd\u5728\u72ec\u7acb\u7684\u73af\u5883\u4e2d\u8fdb\u884c\uff0c\u907f\u514d\u4e86\u4e0d\u540c\u4efb\u52a1\u4e4b\u95f4\u7684\u76f8\u4e92\u5e72\u6270\u3002<\/p>\n<p><img data-dominant-color=\"e0dedf\" data-has-transparency=\"false\" style=\"--dominant-color: #e0dedf;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26571\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/06af4882144258789ff0355f905cac3541e6c3.png\" width=\"1080\" height=\"563\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/06af4882144258789ff0355f905cac3541e6c3.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/06af4882144258789ff0355f905cac3541e6c3-300x156.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/06af4882144258789ff0355f905cac3541e6c3-1024x534.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/06af4882144258789ff0355f905cac3541e6c3-150x78.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/06af4882144258789ff0355f905cac3541e6c3-768x400.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>SCIENCEBOARD\u57fa\u7840\u8bbe\u65bd\u6982\u8ff0\u3002\u8be5\u53ef\u6269\u5c55\u73af\u5883\u57fa\u4e8e\u9884\u88c5\u4e86\u79d1\u5b66\u53d1\u73b0\u8f6f\u4ef6\u7684\u865a\u62df\u673a\uff08VM\uff09\u6784\u5efa\u800c\u6210\u3002\u5b83\u652f\u6301\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\u548c\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\uff0c\u4ee5\u4fbf\u5b9e\u73b0\u667a\u80fd\u4f53\u7684\u81ea\u4e3b\u4ea4\u4e92\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u65e8\u5728\u8bc4\u4f30\u667a\u80fd\u4f53\u4f5c\u4e3a\u7814\u7a76\u52a9\u624b\u80fd\u529b\u7684\u4efb\u52a1\uff0c\u90fd\u63d0\u4f9b\u4e86\u521d\u59cb\u5316\u811a\u672c\u3001\u914d\u7f6e\u6587\u4ef6\u53ca\u76f8\u5173\u6587\u4ef6\u3002\u667a\u80fd\u4f53\u901a\u8fc7\u89c6\u89c9\u6216\u6587\u672c\u6a21\u6001\u611f\u77e5\u73af\u5883\uff0c\u5e76\u9700\u8981\u636e\u6b64\u8fdb\u884c\u89c4\u5212\u548c\u884c\u52a8\u3002\u4ea4\u4e92\u7ed3\u675f\u540e\uff0c\u8bc4\u4f30\u51fd\u6570\u5c06\u6839\u636e\u865a\u62df\u673a\u5185\u90e8\u72b6\u6001\u6765\u786e\u5b9a\u4efb\u52a1\u5b8c\u6210\u60c5\u51b5<\/p>\n<h4>\u4efb\u52a1\u5b9a\u4e49\u4e0e\u4e92\u52a8\u6a21\u578b<\/h4>\n<p>\u5728 SCIENCEBOARD \u4e2d\uff0c\u667a\u80fd\u4f53\u4e0e\u73af\u5883\u7684\u4ea4\u4e92\u673a\u5236\u57fa\u4e8e\u90e8\u5206\u53ef\u89c2\u6d4b\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b\uff08POMDP\uff09\uff0c\u8fd9\u4e00\u6a21\u578b\u901a\u8fc7\u5143\u7ec4 \u27e8g, S, A, O, T \u27e9 \u6765\u5b9a\u4e49\u3002\u5176\u4e2d\uff0cg \u8868\u793a\u76ee\u6807\uff0cS \u662f\u72b6\u6001\u7a7a\u95f4\uff0cA \u662f\u52a8\u4f5c\u7a7a\u95f4\uff0cO \u662f\u89c2\u6d4b\u7a7a\u95f4\uff08\u5305\u62ec\u73af\u5883\u53cd\u9988\uff09\uff0c\u800c T : S \u00d7 A \u2192 S \u5219\u662f\u72b6\u6001\u8f6c\u79fb\u51fd\u6570\u3002\u667a\u80fd\u4f53\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65 t \u6839\u636e\u76ee\u6807 g \u548c\u8bb0\u5fc6 mt = oj, aj, oj+1, aj+1, \u2026 , ot\uff080 \u2264 j &lt; t\uff09\u6765\u9884\u6d4b\u52a8\u4f5c\uff0c\u8bb0\u5fc6 mt \u8bb0\u5f55\u4e86\u8fc7\u53bb\u7684\u52a8\u4f5c\u548c\u89c2\u6d4b\u5e8f\u5217\u3002<\/p>\n<p>\u5177\u4f53\u6765\u770b\uff0c\u76ee\u6807 g \u7531\u81ea\u7136\u8bed\u8a00\uff08NL\uff09\u6307\u4ee4\u6307\u5b9a\uff0c\u4f8b\u5982 \u201c\u4ee5\u7403\u5f62\u98ce\u683c\u663e\u793a\u539f\u5b50\u201d\u3002\u7b56\u7565\u6a21\u578b\u5c06\u590d\u6742\u7684\u6307\u4ee4\u5206\u89e3\u4e3a\u4e00\u7cfb\u5217\u52a8\u4f5c\u3002SCIENCEBOARD \u8bbe\u8ba1\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u52a8\u4f5c\u7a7a\u95f4 A\uff0c\u96c6\u6210\u4e86\u79d1\u5b66\u4efb\u52a1\u4e2d\u5404\u79cd\u5173\u952e\u7684\u4ea4\u4e92\u6a21\u5f0f\u3002\u5bf9\u4e8e GUI \u52a8\u4f5c\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u6267\u884c\u5b8c\u6574\u7684\u8ba1\u7b97\u673a &#8211; \u4eba\u673a\u4ea4\u4e92\u52a8\u4f5c\uff0c\u5305\u62ec\u9f20\u6807\u79fb\u52a8\u3001\u70b9\u51fb\u3001\u952e\u76d8\u8f93\u5165\u7b49\u3002\u5bf9\u4e8e CLI \u52a8\u4f5c\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u5728 Ubuntu \u7ec8\u7aef\u5185\u8c03\u7528\u7cfb\u7edf\u7ea7\u547d\u4ee4\uff0c\u5e76\u5229\u7528\u5e94\u7528\u7a0b\u5e8f\u7279\u5b9a\u7684 CLI \u6216\u811a\u672c\u673a\u5236\u3002\u6b64\u5916\uff0cA 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SCIENCEBOARD \u4e2d\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u6d89\u53ca\u5230\u5bf9\u6307\u4ee4\u7684\u6df1\u5165\u7406\u89e3\u4ee5\u53ca\u5c06\u5176\u8f6c\u5316\u4e3a\u667a\u80fd\u4f53\u53ef\u6267\u884c\u7684\u52a8\u4f5c\u5e8f\u5217\u3002\u4f8b\u5982\uff0c\u5f53\u6307\u4ee4\u8981\u6c42\u667a\u80fd\u4f53\u5728 ChimeraX \u4e2d\u9884\u6d4b\u86cb\u767d\u8d28\u7ed3\u6784\u65f6\uff0c\u667a\u80fd\u4f53\u9700\u8981\u8bc6\u522b\u51fa\u8fd9\u4e00\u4efb\u52a1\u6d89\u53ca\u542f\u52a8 ChimeraX \u8f6f\u4ef6\u3001\u9009\u62e9\u00a0AlphaFold\u00a0\u63d2\u4ef6\u3001\u8f93\u5165\u6c28\u57fa\u9178\u5e8f\u5217\u7b49\u5177\u4f53\u6b65\u9aa4\u3002<\/p>\n<p>SCIENCEBOARD \u4e3a\u79d1\u5b66\u4efb\u52a1\u8bbe\u8ba1\u7684\u7edf\u4e00\u52a8\u4f5c\u7a7a\u95f4\u6db5\u76d6\u4e86\u4e30\u5bcc\u7684 GUI \u548c CLI \u52a8\u4f5c\u3002GUI \u52a8\u4f5c\u5305\u62ec\u9f20\u6807\u70b9\u51fb\u3001\u53cc\u51fb\u3001\u62d6\u52a8\u3001\u53f3\u952e\u5355\u51fb\u7b49\uff0c\u800c CLI 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\u4e2d\u67e5\u8be2\u5929\u4f53\u7684\u4f4d\u7f6e\u548c\u8fd0\u52a8\u72b6\u6001\u3002\u8fd9\u4e9b\u6280\u672f\u624b\u6bb5\u4e0d\u4ec5\u4e3a\u667a\u80fd\u4f53\u7684\u64cd\u4f5c\u63d0\u4f9b\u4e86\u7cbe\u786e\u7684\u53cd\u9988\u4fe1\u606f\uff0c\u8fd8\u4e3a\u6bcf\u4e2a\u79d1\u5b66\u8f6f\u4ef6\u6784\u5efa\u4e86\u9ad8\u5ea6\u903c\u771f\u7684\u5b9e\u9a8c\u73af\u5883\uff0c\u6a21\u62df\u771f\u5b9e\u79d1\u7814\u5de5\u4f5c\u4e2d\u7684\u5404\u79cd\u64cd\u4f5c\u573a\u666f\u548c\u4efb\u52a1\u9700\u6c42\u3002<\/p>\n<h4>\u667a\u80fd\u4f53\u4e0e\u73af\u5883\u4e92\u52a8\u6d41\u7a0b<\/h4>\n<p>\u5728 ChimeraX \u4e2d\u8fdb\u884c\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u4efb\u52a1\u7684\u5b9e\u4f8b\u4e2d\uff0c\u667a\u80fd\u4f53\u9996\u5148\u63a5\u6536\u73af\u5883\u63d0\u4f9b\u7684\u89c2\u6d4b\u4fe1\u606f\uff0c\u8fd9\u4e9b\u4fe1\u606f\u53ef\u80fd\u5305\u62ec\u8f6f\u4ef6\u754c\u9762\u7684\u89c6\u89c9\u56fe\u50cf\u3001\u65e0\u969c\u788d\u6811\u751f\u6210\u7684\u6587\u672c\u63cf\u8ff0\u7b49\u3002\u6839\u636e\u8fd9\u4e9b\u89c2\u6d4b\u4fe1\u606f\uff0c\u667a\u80fd\u4f53\u901a\u8fc7\u5176\u7b56\u7565\u6a21\u578b\u751f\u6210\u52a8\u4f5c\u6307\u4ee4\uff0c\u4f8b\u5982\u70b9\u51fb\u7279\u5b9a\u7684\u6309\u94ae\u3001\u8f93\u5165\u6c28\u57fa\u9178\u5e8f\u5217\u3001\u8c03\u7528 AlphaFold \u63d2\u4ef6\u7b49\u3002\u667a\u80fd\u4f53\u6267\u884c\u8fd9\u4e9b\u52a8\u4f5c\u540e\uff0c\u73af\u5883\u4f1a\u6839\u636e\u52a8\u4f5c\u66f4\u65b0\u72b6\u6001\uff0c\u5e76\u5411\u667a\u80fd\u4f53\u53cd\u9988\u65b0\u7684\u89c2\u6d4b\u4fe1\u606f\u3002\u8fd9\u4e00\u8fc7\u7a0b\u6301\u7eed\u8fdb\u884c\uff0c\u76f4\u5230\u667a\u80fd\u4f53\u5b8c\u6210\u4efb\u52a1\u76ee\u6807\u6216\u8fbe\u5230\u5c1d\u8bd5\u6b21\u6570\u4e0a\u9650\u3002<\/p>\n<p>\u5728 Celestia 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wp-image-26572\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f429d88778f06ce4fb73723a65790dafa2ba5c.png\" width=\"1080\" height=\"635\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f429d88778f06ce4fb73723a65790dafa2ba5c.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f429d88778f06ce4fb73723a65790dafa2ba5c-300x176.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f429d88778f06ce4fb73723a65790dafa2ba5c-1024x602.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f429d88778f06ce4fb73723a65790dafa2ba5c-150x88.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/f429d88778f06ce4fb73723a65790dafa2ba5c-768x452.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>SCIENCEBOARD\u7684\u5178\u578b\u8bc4\u4f30\u6848\u4f8b\u5305\u62ec\u7cbe\u786e\u5339\u914d\u3001\u57fa\u4e8e\u8303\u56f4\u7684\u8bc4\u4f30\u4ee5\u53ca\u5e26\u6709\u5bb9\u5dee\u7684\u6570\u503c\u4efb\u52a1\u3002\u7814\u7a76\u4eba\u5458\u9488\u5bf9\u6bcf\u9879\u4efb\u52a1\u5b9a\u5236\u4e86\u76f8\u5e94\u7684\u8bc4\u4f30\u65b9\u6cd5<\/p>\n<h3>SCIENCEBOARD \u57fa\u51c6\u4efb\u52a1<\/h3>\n<h4>\u9886\u57df\u4e0e\u4efb\u52a1\u8986\u76d6\u6df1\u5ea6\u5206\u6790<\/h4>\n<p>SCIENCEBOARD \u6db5\u76d6\u7684\u516d\u5927\u9886\u57df\uff08\u751f\u7269\u5316\u5b66\u3001\u4ee3\u6570\u3001\u5b9a\u7406\u8bc1\u660e\u3001\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\u3001\u5929\u6587\u5b66\u548c\u79d1\u5b66\u6587\u6863\uff09\u4e3a\u667a\u80fd\u4f53\u7684\u5168\u9762\u8bc4\u4f30\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u4efb\u52a1\u573a\u666f\u3002\u5728\u751f\u7269\u5316\u5b66\u9886\u57df\uff0cChimeraX 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data-dominant-color=\"e7e6e6\" data-has-transparency=\"false\" style=\"--dominant-color: #e7e6e6;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26573\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/2540fb78889862fa04462210b25617df4e8fca.png\" width=\"1080\" height=\"439\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/2540fb78889862fa04462210b25617df4e8fca.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/2540fb78889862fa04462210b25617df4e8fca-300x122.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/2540fb78889862fa04462210b25617df4e8fca-1024x416.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/2540fb78889862fa04462210b25617df4e8fca-150x61.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/2540fb78889862fa04462210b25617df4e8fca-768x312.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>SCIENCEBOARD \u57fa\u51c6\u6d4b\u8bd5\u4efb\u52a1\u7684\u6807\u6ce8\u6d41\u7a0b<\/p>\n<h4>\u4efb\u52a1\u7edf\u8ba1\u4e0e\u591a\u6837\u6027\u5206\u6790<\/h4>\n<p>SCIENCEBOARD \u57fa\u51c6\u4efb\u52a1\u7684\u7edf\u8ba1\u4fe1\u606f\u663e\u793a\uff0c\u5176\u6db5\u76d6\u4e86 169 \u4e2a\u72ec\u7279\u4efb\u52a1\uff0c\u5206\u5e03\u5728 6 \u4e2a\u9886\u57df\u4e2d\u3002\u4efb\u52a1\u7c7b\u578b\u5305\u62ec GUI\u3001CLI \u4ee5\u53ca GUI + CLI \u7ec4\u5408\u64cd\u4f5c\uff0c\u5176\u4e2d GUI + CLI \u4efb\u52a1\u5360\u6bd4\u6700\u9ad8\uff0c\u8fbe\u5230 58.0%\u3002\u4efb\u52a1\u96be\u5ea6\u5206\u4e3a\u7b80\u5355\u3001\u4e2d\u7b49\u548c\u56f0\u96be\u4e09\u4e2a\u7ea7\u522b\uff0c\u7b80\u5355\u4efb\u52a1\u5360\u6bd4 53.8%\uff0c\u4e2d\u7b49\u4efb\u52a1\u5360\u6bd4 28.4%\uff0c\u56f0\u96be\u4efb\u52a1\u5360\u6bd4 16.6%\u3002\u6b64\u5916\uff0c\u8fd8\u6709\u5c11\u91cf\u5f00\u653e\u95ee\u9898\u4efb\u52a1\uff0c\u5360\u6bd4 1.2%\u3002<\/p>\n<p>\u901a\u8fc7 t-SNE \u53ef\u89c6\u5316\u6280\u672f\u5bf9\u4efb\u52a1\u6307\u4ee4\u8fdb\u884c\u5d4c\u5165\u548c\u964d\u7ef4\u5206\u6790\uff0c\u53ef\u4ee5\u76f4\u89c2\u5730\u5c55\u793a\u4e0d\u540c\u9886\u57df\u4efb\u52a1\u4e4b\u95f4\u7684\u8bed\u4e49\u5206\u5e03\u548c\u591a\u6837\u6027\u7279\u70b9\u3002\u4f8b\u5982\uff0c\u751f\u7269\u5316\u5b66\u9886\u57df\u7684\u4efb\u52a1\u4e3b\u8981\u96c6\u4e2d\u5728\u5206\u5b50\u7ed3\u6784\u64cd\u4f5c\u548c\u5206\u6790\u65b9\u9762\uff0c\u800c\u5929\u6587\u5b66\u9886\u57df\u7684\u4efb\u52a1\u5219\u6d89\u53ca\u5929\u4f53\u8fd0\u52a8\u6a21\u62df\u548c\u5b87\u5b99\u73b0\u8c61\u5c55\u793a\u3002\u8fd9\u79cd\u591a\u6837\u6027\u786e\u4fdd\u4e86 SCIENCEBOARD \u57fa\u51c6\u4efb\u52a1\u80fd\u591f\u5168\u9762\u8986\u76d6\u79d1\u5b66\u5de5\u4f5c\u6d41\u4e2d\u7684\u5404\u79cd\u5173\u952e\u6280\u80fd\u548c\u77e5\u8bc6\u8981\u6c42\uff0c\u4e3a\u667a\u80fd\u4f53\u7684\u7efc\u5408\u80fd\u529b\u8bc4\u4f30\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n<p><img data-dominant-color=\"d6d7d9\" data-has-transparency=\"false\" style=\"--dominant-color: #d6d7d9;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26574\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/88edf0963b4f431c09682870451ff35f40fa2d.png\" width=\"611\" height=\"616\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/88edf0963b4f431c09682870451ff35f40fa2d.png 611w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/88edf0963b4f431c09682870451ff35f40fa2d-298x300.png 298w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/88edf0963b4f431c09682870451ff35f40fa2d-150x150.png 150w\" sizes=\"auto, (max-width: 611px) 100vw, 611px\" \/><\/p>\n<p>SCIENCEBOARD\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u4efb\u52a1\u5206\u5e03<\/p>\n<p><img data-dominant-color=\"e9e9e9\" data-has-transparency=\"false\" style=\"--dominant-color: #e9e9e9;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26575\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e23354a04b22ff89680894470e857b4c983771.png\" width=\"581\" height=\"577\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e23354a04b22ff89680894470e857b4c983771.png 581w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e23354a04b22ff89680894470e857b4c983771-300x298.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e23354a04b22ff89680894470e857b4c983771-150x150.png 150w\" sizes=\"auto, (max-width: 581px) 100vw, 581px\" \/><\/p>\n<p>SCIENCEBOARD \u7684\u7edf\u8ba1\u6570\u636e<\/p>\n<h3>\u5b9e\u9a8c<\/h3>\n<h4>\u5b9e\u9a8c\u8bbe\u7f6e\u4e0e\u6a21\u578b\u4f53\u7cfb<\/h4>\n<p>\u5728\u5b9e\u9a8c\u4e2d\uff0cSCIENCEBOARD \u8bc4\u4f30\u4e86\u591a\u79cd\u5148\u8fdb\u7684\u667a\u80fd\u4f53\u6a21\u578b\uff0c\u5305\u62ec\u4e13\u6709\u6a21\u578b\u3001\u5f00\u6e90\u6a21\u578b\u548c GUI \u52a8\u4f5c\u6a21\u578b\u3002\u4e13\u6709\u6a21\u578b\u5982 GPT-4o\u3001Claude-3.7-Sonnet \u7b49\uff0c\u5728\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3\u3001\u77e5\u8bc6\u8868\u793a\u3001\u63a8\u7406\u80fd\u529b\u7b49\u65b9\u9762\u5177\u6709\u663e\u8457\u4f18\u52bf\u3002\u4f8b\u5982\uff0cGPT-4o \u51ed\u501f\u5176\u5f3a\u5927\u7684\u8bed\u8a00\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\uff0c\u80fd\u591f\u5728\u4ee3\u6570\u9886\u57df\u53d6\u5f97\u8f83\u597d\u7684\u6210\u7ee9\uff0c\u6210\u529f\u89e3\u51b3\u590d\u6742\u7684\u6570\u5b66\u95ee\u9898\u3002<\/p>\n<p>\u5f00\u6e90\u6a21\u578b\u5982 Qwen2.5-VL-72B-Instruct\u3001InternVL3-78B \u7b49\uff0c\u5728\u591a\u6a21\u6001\u878d\u5408\u3001\u89c6\u89c9 &#8211; \u8bed\u8a00\u4ea4\u4e92\u3001\u6a21\u578b\u4f18\u5316\u7b49\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002Qwen2.5-VL-72B-Instruct \u7279\u522b\u64c5\u957f\u5904\u7406 GUI \u4efb\u52a1\uff0c\u5176\u5148\u8fdb\u7684\u89c6\u89c9\u7406\u89e3\u548c\u64cd\u4f5c\u80fd\u529b\u4f7f\u5176\u5728\u4e0e\u56fe\u5f62\u754c\u9762\u4ea4\u4e92\u65f6\u8868\u73b0\u4f18\u5f02\u3002<\/p>\n<p>GUI \u52a8\u4f5c\u6a21\u578b\u5982 OS-Atlas-Pro-7B\u3001UGround-V1-7B \u7b49\uff0c\u5219\u5728 GUI \u5143\u7d20\u5b9a\u4f4d\u3001\u50cf\u7d20\u7ea7\u64cd\u4f5c\u3001\u89c6\u89c9\u7406\u89e3\u7b49\u65b9\u9762\u5177\u6709\u4e13\u4e1a\u80fd\u529b\u3002OS-Atlas-Pro-7B \u901a\u8fc7\u5176\u7cbe\u51c6\u7684 GUI \u64cd\u4f5c\u80fd\u529b\uff0c\u5728\u9700\u8981\u7cbe\u7ec6\u754c\u9762\u63a7\u5236\u7684\u4efb\u52a1\u4e2d\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<p>\u4e0d\u540c\u7684\u89c2\u6d4b\u7a7a\u95f4\u8bbe\u7f6e\uff08\u5982\u7eaf\u6587\u672c\u3001\u7eaf\u89c6\u89c9\u3001\u6587\u672c &#8211; \u89c6\u89c9\u7ec4\u5408\u3001\u57fa\u4e8e Set-of-Mark 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\u4e2d\u8fdb\u884c\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5206\u6790\u4efb\u52a1\u65f6\uff0c\u667a\u80fd\u4f53\u9700\u8981\u51c6\u786e\u8bc6\u522b\u5730\u56fe\u4e0a\u7684\u5730\u7406\u8981\u7d20\u3001\u7406\u89e3\u7a7a\u95f4\u5173\u7cfb\u5e76\u8fdb\u884c\u590d\u6742\u7684\u5c5e\u6027\u5206\u6790\u3002\u4f46\u7531\u4e8e\u6a21\u578b\u5728\u89c6\u89c9\u7406\u89e3\u548c\u7a7a\u95f4\u63a8\u7406\u80fd\u529b\u65b9\u9762\u7684\u4e0d\u8db3\uff0c\u96be\u4ee5\u6709\u6548\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u3002<\/p>\n<p><img data-dominant-color=\"e3e4e5\" data-has-transparency=\"false\" style=\"--dominant-color: #e3e4e5;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26576\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c93a94f752a4a0fa076231e3ac1d2713741ee9.png\" width=\"894\" height=\"765\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c93a94f752a4a0fa076231e3ac1d2713741ee9.png 894w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c93a94f752a4a0fa076231e3ac1d2713741ee9-300x257.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c93a94f752a4a0fa076231e3ac1d2713741ee9-150x128.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c93a94f752a4a0fa076231e3ac1d2713741ee9-768x657.png 768w\" sizes=\"auto, (max-width: 894px) 100vw, 894px\" \/><\/p>\n<p>\u5728SCIENCEBOARD\u4e0a\uff0cLLM\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09\u548cVLM\uff08\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff09\u667a\u80fd\u4f53\u7684\u6210\u529f\u7387\u3002\u5c55\u793a\u4e86\u4e0d\u540c\u79d1\u5b66\u9886\u57df\u4e0b\uff0c\u5404\u667a\u80fd\u4f53\u9aa8\u5e72\u67b6\u6784\u5728\u591a\u79cd\u89c2\u6d4b\u8bbe\u7f6e\u4e2d\u7684\u8868\u73b0\u60c5\u51b5\u3002\u4e13\u6709\u6a21\u578b\u548c\u5f00\u6e90\u6a21\u578bVLM\/LLM\u901a\u8fc7\u989c\u8272\u52a0\u4ee5\u533a\u5206<\/p>\n<h4>\u9886\u57df\u7279\u5b9a\u6027\u80fd\u5dee\u5f02\u63a2\u7a76<\/h4>\n<p>\u8fdb\u4e00\u6b65\u5206\u6790\u8868\u660e\uff0c\u6a21\u578b\u67b6\u6784\u3001\u8bad\u7ec3\u6570\u636e\u548c\u4efb\u52a1\u7279\u70b9\u7b49\u56e0\u7d20\u5171\u540c\u5f71\u54cd\u4e86\u667a\u80fd\u4f53\u5728\u4e0d\u540c\u79d1\u5b66\u9886\u57df\u7684\u6027\u80fd\u8868\u73b0\u3002\u4f8b\u5982\uff0cGPT-4o \u7b49\u4e13\u6709\u6a21\u578b\u5728\u5904\u7406\u6587\u672c\u4fe1\u606f\u65f6\u5177\u6709\u4f18\u52bf\uff0c\u56e0\u4e3a\u5b83\u4eec\u7684\u67b6\u6784\u548c\u8bad\u7ec3\u6570\u636e\u66f4\u4fa7\u91cd\u4e8e\u8bed\u8a00\u7406\u89e3\u548c\u63a8\u7406\u3002\u800c\u5728\u9700\u8981\u5927\u91cf\u89c6\u89c9\u5904\u7406\u7684\u9886\u57df\uff0c\u5982\u5929\u6587\u5b66\u548c\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\uff0c\u5f00\u6e90\u6a21\u578b\u5982 Qwen2.5-VL-72B-Instruct \u51ed\u501f\u5176\u5728\u591a\u6a21\u6001\u878d\u5408\u65b9\u9762\u7684\u4f18\u5316\uff0c\u8868\u73b0\u51fa\u76f8\u5bf9\u8f83\u597d\u7684\u6027\u80fd\u3002<\/p>\n<p>\u8bad\u7ec3\u6570\u636e\u7684\u5dee\u5f02\u4e5f\u5bf9\u6a21\u578b\u6027\u80fd\u4ea7\u751f\u4e86\u91cd\u8981\u5f71\u54cd\u3002\u4e00\u4e9b\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u63a5\u89e6\u4e86\u66f4\u591a\u6570\u5b66\u548c\u903b\u8f91\u63a8\u7406\u76f8\u5173\u7684\u6570\u636e\uff0c\u56e0\u6b64\u5728\u4ee3\u6570\u548c\u5b9a\u7406\u8bc1\u660e\u9886\u57df\u8868\u73b0\u8f83\u597d\u3002\u800c\u53e6\u4e00\u4e9b\u6a21\u578b\u5219\u5728\u89c6\u89c9\u548c\u8bed\u8a00\u878d\u5408\u65b9\u9762\u63a5\u53d7\u4e86\u66f4\u591a\u7684\u8bad\u7ec3\uff0c\u4f7f\u5176\u5728\u6d89\u53ca\u56fe\u5f62\u754c\u9762\u64cd\u4f5c\u7684\u4efb\u52a1\u4e2d\u66f4\u5177\u4f18\u52bf\u3002<\/p>\n<p>\u4efb\u52a1\u7279\u70b9\u540c\u6837\u5bf9\u6a21\u578b\u6027\u80fd\u6709\u663e\u8457\u5f71\u54cd\u3002\u4f8b\u5982\uff0c\u4ee3\u6570\u4efb\u52a1\u901a\u5e38\u5177\u6709\u660e\u786e\u7684\u6c42\u89e3\u6b65\u9aa4\u548c\u53ef\u9a8c\u8bc1\u7684\u7b54\u6848\uff0c\u800c\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\u548c\u5929\u6587\u5b66\u4efb\u52a1\u5f80\u5f80\u9700\u8981\u5904\u7406\u590d\u6742\u7684\u89c6\u89c9\u4fe1\u606f\u548c\u8fdb\u884c\u957f\u5468\u671f\u7684\u89c4\u5212\u3002\u8fd9\u4e9b\u4efb\u52a1\u7279\u70b9\u4e0e\u6a21\u578b\u7684\u80fd\u529b\u7279\u70b9\u76f8\u4e92\u4f5c\u7528\uff0c\u5bfc\u81f4\u4e86\u4e0d\u540c\u7684\u6027\u80fd\u8868\u73b0\u3002<\/p>\n<h4>\u89c2\u6d4b\u7a7a\u95f4\u5f71\u54cd\u673a\u5236\u7814\u7a76<\/h4>\n<p>\u4e0d\u540c\u89c2\u6d4b\u7a7a\u95f4\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u5f71\u54cd\u673a\u5236\u4e5f\u503c\u5f97\u6df1\u5165\u63a2\u8ba8\u3002\u5728\u6587\u672c\u89c2\u6d4b\u7a7a\u95f4\u4e0b\uff0c\u6a21\u578b\u80fd\u591f\u83b7\u53d6\u4e30\u5bcc\u7684\u8bed\u4e49\u4fe1\u606f\uff0c\u8fd9\u6709\u52a9\u4e8e\u7406\u89e3\u4efb\u52a1\u6307\u4ee4\u548c\u8f6f\u4ef6\u754c\u9762\u5143\u7d20\u7684\u542b\u4e49\u3002\u7136\u800c\uff0c\u5728\u6d89\u53ca\u89c6\u89c9\u5b9a\u4f4d\u548c\u7a7a\u95f4\u5173\u7cfb\u7406\u89e3\u65f6\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u9047\u5230\u56f0\u96be\u3002\u4f8b\u5982\uff0c\u5728\u9700\u8981\u7cbe\u786e\u70b9\u51fb\u754c\u9762\u5143\u7d20\u7684\u4efb\u52a1\u4e2d\uff0c\u6a21\u578b\u53ef\u80fd\u96be\u4ee5\u51c6\u786e\u5224\u65ad\u5143\u7d20\u7684\u4f4d\u7f6e\u548c\u5927\u5c0f\u3002<\/p>\n<p>\u5728\u89c6\u89c9\u89c2\u6d4b\u7a7a\u95f4\u4e0b\uff0c\u6a21\u578b\u53ef\u4ee5\u76f4\u63a5\u611f\u77e5\u8f6f\u4ef6\u754c\u9762\u7684\u89c6\u89c9\u5e03\u5c40\u548c\u64cd\u4f5c\u76ee\u6807\u7684\u89c6\u89c9\u7279\u5f81\uff0c\u4f46\u53ef\u80fd\u9762\u4e34\u89c6\u89c9\u5143\u7d20\u590d\u6742\u3001\u4fe1\u606f\u8fc7\u8f7d\u7b49\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u5728 Celestia \u4e2d\u6a21\u62df\u5b87\u5b99\u5929\u4f53\u8fd0\u884c\u65f6\uff0c\u754c\u9762\u4e2d\u53ef\u80fd\u5305\u542b\u5927\u91cf\u7684\u5929\u4f53\u56fe\u50cf\u548c\u590d\u6742\u7684\u53ef\u89c6\u5316\u6548\u679c\uff0c\u8fd9\u4f1a\u4f7f\u6a21\u578b\u96be\u4ee5\u533a\u5206\u5173\u952e\u5143\u7d20\u5e76\u8fdb\u884c\u6709\u6548\u7684\u64cd\u4f5c\u3002<\/p>\n<p>\u901a\u8fc7\u5bf9\u6bd4\u4e0d\u540c\u89c2\u6d4b\u7a7a\u95f4\u8bbe\u7f6e\u4e0b\u7684\u6a21\u578b\u6027\u80fd\uff0c\u53ef\u4ee5\u53d1\u73b0\u6587\u672c &#8211; \u89c6\u89c9\u7ec4\u5408\u89c2\u6d4b\u7a7a\u95f4\u901a\u5e38\u80fd\u591f\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u63d0\u9ad8\u6a21\u578b\u7684\u4efb\u52a1\u8868\u73b0\u3002\u4f8b\u5982\uff0c\u5728 ChimeraX \u4e2d\u8fdb\u884c\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u4efb\u52a1\u65f6\uff0c\u7ed3\u5408\u6587\u672c\u548c\u89c6\u89c9\u4fe1\u606f\u7684\u89c2\u6d4b\u7a7a\u95f4\u80fd\u591f\u5e2e\u52a9\u6a21\u578b\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u754c\u9762\u5143\u7d20\u548c\u6267\u884c\u64cd\u4f5c\u6b65\u9aa4\u3002<\/p>\n<p><img data-dominant-color=\"d0e6ec\" data-has-transparency=\"false\" style=\"--dominant-color: #d0e6ec;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26577\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/083ee9b19802854acb70969881e6ed603c6b8d.png\" width=\"526\" height=\"324\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/083ee9b19802854acb70969881e6ed603c6b8d.png 526w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/083ee9b19802854acb70969881e6ed603c6b8d-300x185.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/083ee9b19802854acb70969881e6ed603c6b8d-150x92.png 150w\" sizes=\"auto, (max-width: 526px) 100vw, 526px\" \/><\/p>\n<p>Figure 5: GUI + CLI vs \u4ec5 GUI<\/p>\n<h3>\u5206\u6790\u4e0e\u8ba8\u8bba<\/h3>\n<h4>\u89e3\u8026\u89c4\u5212\u4e0e\u884c\u52a8\u7684\u5b9e\u9a8c\u63a2\u7d22\u4e0e\u6210\u679c<\/h4>\n<p>\u5c06\u89c4\u5212\u4e0e\u884c\u52a8\u89e3\u8026\u7684\u5b9e\u9a8c\u63a2\u7d22\u63ed\u793a\u4e86\u6a21\u5757\u5316\u65b9\u6cd5\u5728\u89e3\u51b3\u590d\u6742\u79d1\u5b66\u8f6f\u4ef6\u5de5\u4f5c\u6d41\u4e2d\u7684\u663e\u8457\u4f18\u52bf\u3002\u5728\u8fd9\u79cd\u65b9\u6cd5\u4e2d\uff0c\u89c4\u5212\u6a21\u5757\u8d1f\u8d23\u751f\u6210\u9ad8\u5c42\u4efb\u52a1\u8ba1\u5212\uff0c\u800c\u884c\u52a8\u6a21\u5757\u5219\u5c06\u8fd9\u4e9b\u8ba1\u5212\u8f6c\u5316\u4e3a\u5177\u4f53\u7684 GUI \u548c CLI \u64cd\u4f5c\u6307\u4ee4\u3002\u4f8b\u5982\uff0c\u5728 GrassGIS \u4e2d\u5b8c\u6210\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u4efb\u52a1\u65f6\uff0c\u89c4\u5212\u6a21\u5757\u53ef\u80fd\u4f1a\u751f\u6210\u4e00\u4e2a\u5305\u62ec\u6570\u636e\u5bfc\u5165\u3001\u9884\u5904\u7406\u3001\u5206\u6790\u548c\u7ed3\u679c\u8f93\u51fa\u7684\u4efb\u52a1\u5e8f\u5217\u3002\u884c\u52a8\u6a21\u5757\u968f\u540e\u6839\u636e\u8fd9\u4e2a\u5e8f\u5217\uff0c\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\uff0c\u5982\u6253\u5f00\u6570\u636e\u6587\u4ef6\u3001\u8fd0\u884c\u9884\u5904\u7406\u811a\u672c\u3001\u8c03\u7528\u5206\u6790\u5de5\u5177\u7b49\u3002<\/p>\n<p>\u5b9e\u9a8c\u6570\u636e\u663e\u793a\uff0c\u89e3\u8026\u540e\u7684\u667a\u80fd\u4f53\u5728\u4efb\u52a1\u6210\u529f\u7387\u3001\u6267\u884c\u6548\u7387\u548c\u9519\u8bef\u7387\u7b49\u591a\u4e2a\u7ef4\u5ea6\u4e0a\u5747\u8868\u73b0\u51fa\u663e\u8457\u63d0\u5347\u3002\u4f8b\u5982\uff0c\u5728\u4ee3\u6570\u9886\u57df\uff0c\u89e3\u8026\u540e\u7684\u667a\u80fd\u4f53\u80fd\u591f\u66f4\u6709\u6548\u5730\u5904\u7406\u590d\u6742\u7684\u6570\u5b66\u95ee\u9898\uff0c\u5c06\u6210\u529f\u7387\u63d0\u9ad8\u4e86 20% \u4ee5\u4e0a\u3002\u8fd9\u79cd\u6a21\u5757\u5316\u65b9\u6cd5\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u667a\u80fd\u4f53\u7684\u6027\u80fd\uff0c\u8fd8\u589e\u5f3a\u4e86\u5176\u53ef\u6269\u5c55\u6027\u3001\u53ef\u7ef4\u62a4\u6027\u548c\u9002\u5e94\u6027\uff0c\u4f7f\u5176\u80fd\u591f\u66f4\u7075\u6d3b\u5730\u5e94\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u79d1\u5b66\u4efb\u52a1\u3002<\/p>\n<p><img data-dominant-color=\"e8e6e8\" data-has-transparency=\"false\" style=\"--dominant-color: #e8e6e8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26578\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e77a70e95d15594338f3867d66a912ef146847.png\" width=\"1080\" height=\"291\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e77a70e95d15594338f3867d66a912ef146847.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e77a70e95d15594338f3867d66a912ef146847-300x81.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e77a70e95d15594338f3867d66a912ef146847-1024x276.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e77a70e95d15594338f3867d66a912ef146847-150x40.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/e77a70e95d15594338f3867d66a912ef146847-768x207.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u5728SCIENCEBOARD 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