{"id":7894,"date":"2026-04-14T00:21:51","date_gmt":"2026-04-13T16:21:51","guid":{"rendered":"https:\/\/infernews.com\/blog\/?p=7894"},"modified":"2026-04-14T00:23:32","modified_gmt":"2026-04-13T16:23:32","slug":"fine-grained-multimodal-evaluation-for-manufacturing-scenarios","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/fine-grained-multimodal-evaluation-for-manufacturing-scenarios\/","title":{"rendered":"FORGE\uff1a\u88fd\u9020\u5834\u666f\u7684\u7d30\u7c92\u5ea6\u591a\u6a21\u614b\u8a55\u4f30"},"content":{"rendered":"\n
\"FORGE
AI4Manufacturing\/FORGE \u5728 GitHub \u4e0a<\/figcaption><\/figure>\n\n\n\n

FORGE \u63d0\u51fa\u4e86\u4e00\u500b\u5168\u9762\u7684\u8a55\u4f30\u6846\u67b6\uff0c\u5c08\u9580\u91dd\u5c0d\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff08VLMs\uff09\u5728\u5de5\u696d\u88fd\u9020\u7570\u5e38\u6aa2\u6e2c\u4e2d\u7684\u61c9\u7528\u3002\u9019\u500b\u5de5\u5177\u5c0d\u65bc\u5e0c\u671b\u8a55\u4f30\u548c\u6539\u9032 VLMs \u5728\u5be6\u969b\u88fd\u9020\u5834\u666f\u4e2d\u8868\u73fe\u7684\u7814\u7a76\u4eba\u54e1\u3001\u5de5\u7a0b\u5e2b\u548c AI \u5c08\u696d\u4eba\u58eb\u7279\u5225\u6709\u50f9\u503c\u3002\u8a72\u6846\u67b6\u6db5\u84cb\u4e86\u4e09\u500b\u6838\u5fc3\u4efb\u52d9\u548c\u57fa\u790e\u6d88\u878d\u7814\u7a76\uff0c\u63d0\u4f9b\u4e86\u4e00\u7a2e\u591a\u7dad\u5ea6\u7684\u65b9\u6cd5\u4f86\u7406\u89e3 VLMs \u5728\u6aa2\u6e2c\u7570\u5e38\uff08\u5982\u932f\u8aa4\u6a21\u578b\u3001\u984d\u5916\u96f6\u4ef6\u548c\u7f3a\u5931\u7d44\u4ef6\uff09\u65b9\u9762\u7684\u80fd\u529b\u548c\u9650\u5236\u3002<\/p>\n\n\n\n

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<\/div>\n\n\n

\u6700\u80fd\u5f9e FORGE \u4e2d\u53d7\u76ca\u7684\u662f\u90a3\u4e9b\u53c3\u8207\u88fd\u9020\u696d AI \u89e3\u6c7a\u65b9\u6848\u958b\u767c\u548c\u90e8\u7f72\u7684\u4eba\u58eb\u3002\u901a\u904e\u63d0\u4f9b\u6a19\u6e96\u5316\u7684\u57fa\u6e96\uff0cFORGE \u5e6b\u52a9\u9019\u4e9b\u5c08\u696d\u4eba\u58eb\u8b58\u5225\u5404\u7a2e VLMs \u7684\u512a\u7f3a\u9ede\uff0c\u4fc3\u9032\u5728\u6a21\u578b\u9078\u64c7\u548c\u6574\u5408\u65b9\u9762\u7684\u660e\u667a\u6c7a\u7b56\u3002\u6b64\u5916\uff0c\u8a73\u7d30\u7684\u8f38\u51fa\u6587\u4ef6\uff0c\u5305\u62ec\u7dca\u6e4a\u7d50\u679c\u3001\u5e36\u6709\u539f\u59cb API \u8a0a\u606f\u7684\u5b8c\u6574\u7d50\u679c\u548c\u57f7\u884c\u65e5\u8a8c\uff0c\u70ba\u5206\u6790\u548c\u5831\u544a\u63d0\u4f9b\u4e86\u5bf6\u8cb4\u7684\u6578\u64da\u3002<\/p>\n\n\n\n

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\u70ba\u4e86\u5145\u5206\u5229\u7528 FORGE\uff0c\u7528\u6236\u61c9\u5f9e\u63a2\u7d22\u5b58\u5132\u5eab\u4e2d\u63d0\u4f9b\u7684\u793a\u4f8b YAML \u914d\u7f6e\u6587\u4ef6\u958b\u59cb\u3002\u9019\u4e9b\u6587\u4ef6\u4f5c\u70ba\u8a2d\u7f6e\u548c\u904b\u884c\u8a55\u4f30\u7684\u5be6\u8e10\u6307\u5357\u3002\u719f\u6089\u4e0d\u540c\u4efb\u52d9\u53ca\u5176\u7279\u5b9a\u8981\u6c42\u4e5f\u662f\u6709\u76ca\u7684\uff0c\u56e0\u70ba\u9019\u4e9b\u77e5\u8b58\u6709\u52a9\u65bc\u8a2d\u8a08\u6709\u6548\u7684\u8a55\u4f30\u7b56\u7565\u3002\u6b64\u5916\uff0c\u5229\u7528\u57fa\u790e\u6d88\u878d\u7814\u7a76\u53ef\u4ee5\u63d0\u4f9b\u5c0d VLMs \u7a7a\u9593\u63a8\u7406\u80fd\u529b\u7684\u66f4\u6df1\u6d1e\u5bdf\uff0c\u9019\u5c0d\u65bc\u6d89\u53ca\u96f6\u4ef6\u5339\u914d\u548c\u7a7a\u9593\u57fa\u790e\u7684\u4efb\u52d9\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n\n\n\n

FORGE \u662f\u4e00\u500b\u5f37\u5927\u7684\u5de5\u5177\uff0c\u7528\u65bc\u8a55\u4f30\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u5728\u88fd\u9020\u7570\u5e38\u6aa2\u6e2c\u4e2d\u7684\u61c9\u7528\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u7a2e\u7d50\u69cb\u5316\u7684\u8a55\u4f30\u6a21\u578b\u6027\u80fd\u7684\u65b9\u6cd5\uff0c\u6db5\u84cb\u5404\u7a2e\u4efb\u52d9\u548c\u8a2d\u7f6e\uff0c\u4f7f\u5e0c\u671b\u5728\u5de5\u696d\u74b0\u5883\u4e2d\u589e\u5f37 AI \u61c9\u7528\u7684\u7814\u7a76\u4eba\u54e1\u548c\u5de5\u7a0b\u5e2b\u53d7\u76ca\u3002\u5118\u7ba1\u5b58\u5728\u8907\u96dc\u6027\u548c\u8cc7\u6e90\u9700\u6c42\uff0c\u4f46\u6846\u67b6\u7684\u9748\u6d3b\u6027\u548c\u5168\u9762\u7684\u8f38\u51fa\u4f7f\u5176\u6210\u70ba\u63a8\u9032\u88fd\u9020\u696d AI \u9818\u57df\u7684\u5bf6\u8cb4\u8cc7\u7522\u3002<\/p>\n\n\n\n

City University of Hong Kong | HKUST (Guangzhou) | CUHK (Shenzhen)<\/p>\n\n\n\n

Source:<\/strong> https:\/\/github.com\/AI4Manufacturing\/FORGE<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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