{"id":38522,"date":"2025-02-17T23:00:52","date_gmt":"2025-02-17T15:00:52","guid":{"rendered":"https:\/\/17aitech.com\/?p=38522"},"modified":"2025-02-17T23:00:52","modified_gmt":"2025-02-17T15:00:52","slug":"%e5%8c%97%e5%a4%a7%e5%bd%ad%e5%ae%87%e6%96%b0%e6%95%99%e6%8e%88%e5%9b%a2%e9%98%9f%e5%bc%80%e6%ba%90%e7%bb%86%e7%b2%92%e5%ba%a6%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8bfinedefics","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38522","title":{"rendered":"\u5317\u5927\u5f6d\u5b87\u65b0\u6559\u6388\u56e2\u961f\u5f00\u6e90\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578bFinedefics"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-02-17-9\" target=\"_blank\">\u5317\u5927\u5f6d\u5b87\u65b0\u6559\u6388\u56e2\u961f\u5f00\u6e90\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578bFinedefics<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-063f420de4d370f225f8c79aa0f45750.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-063f420de4d370f225f8c79aa0f45750.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"167\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u672c\u6587\u662f\u5317\u4eac\u5927\u5b66\u5f6d\u5b87\u65b0\u6559\u6388\u56e2\u961f\u5728\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578b\u9886\u57df\u7684\u6700\u65b0\u7814\u7a76\u6210\u679c\uff0c\u76f8\u5173\u8bba\u6587\u5df2\u88ab ICLR 2025 \u63a5\u6536\uff0c\u5e76\u5df2\u5f00\u6e90\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5c3d\u7ba1\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u901a\u7528\u89c6\u89c9\u7406\u89e3\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u4e0d\u5177\u5907\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u80fd\u529b\uff0c\u8fd9\u6781\u5927\u5236\u7ea6\u4e86\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u5e94\u7528\u4e0e\u53d1\u5c55\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b<\/strong>\u65e8\u5728\u533a\u5206\u540c\u4e00\u7c97\u7c92\u5ea6\u5927\u7c7b\u4e0b\u7684\u4e0d\u540c\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\uff0c\u5982\u5c06\u9e1f\u7c7b\uff08\u7c97\u7c92\u5ea6\u5927\u7c7b\uff09\u56fe\u50cf\u533a\u5206\u4e3a\u897f\u7f8e\u9e25\u3001\u7070\u80cc\u9e25\u3001\u94f6\u9e25\u7b49\uff08\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\uff09\uff1b\u5c06\u8f66\u533a\u5206\u4e3a\u5b9d\u9a6c\u3001\u5954\u9a70\u3001\u5965\u8fea\u7b49\uff0c\u5965\u8fea\u533a\u5206\u4e3a A4\u3001A6\u3001A8 \u7b49\uff1b\u5c06\u98de\u673a\u533a\u5206\u4e3a\u6ce2\u97f3 737\u3001\u6ce2\u97f3 747\u3001\u6ce2\u97f3 777\u3001\u7a7a\u5ba2 320\u3001\u7a7a\u5ba2 380 \u7b49\u3002\u5b9e\u73b0\u5bf9\u89c6\u89c9\u5bf9\u8c61\u7684\u7ec6\u7c92\u5ea6\u8bc6\u522b\uff0c\u5728\u73b0\u5b9e\u751f\u4ea7\u548c\u751f\u6d3b\u4e2d\u5177\u6709\u91cd\u8981\u7684\u7814\u7a76\u548c\u5e94\u7528\u4ef7\u503c\u3002<\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u5317\u4eac\u5927\u5b66\u5f6d\u5b87\u65b0\u6559\u6388\u56e2\u961f\u7cfb\u7edf\u5730\u5206\u6790\u4e86\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u4e0a\u6240\u9700\u7684 3 \u9879\u80fd\u529b\uff1a\u5bf9\u8c61\u4fe1\u606f\u63d0\u53d6\u80fd\u529b\u3001\u7c7b\u522b\u77e5\u8bc6\u50a8\u5907\u80fd\u529b\u3001\u5bf9\u8c61 &#8211; \u7c7b\u522b\u5bf9\u9f50\u80fd\u529b\uff0c\u53d1\u73b0\u4e86<strong>\u300c\u89c6\u89c9\u5bf9\u8c61\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u672a\u5bf9\u9f50\u300d<\/strong>\u662f\u9650\u5236\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u80fd\u529b\u7684\u5173\u952e\u95ee\u9898\uff0c\u5e76\u63d0\u51fa\u4e86\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578b Finedefics\u3002<\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0cFinedefics \u901a\u8fc7\u63d0\u793a\u5927\u8bed\u8a00\u6a21\u578b\u6784\u5efa\u89c6\u89c9\u5bf9\u8c61\u7684\u7ec6\u7c92\u5ea6\u5c5e\u6027\u77e5\u8bc6\uff1b\u7136\u540e\uff0c\u901a\u8fc7\u5bf9\u6bd4\u5b66\u4e60\u5c06\u7ec6\u7c92\u5ea6\u5c5e\u6027\u77e5\u8bc6\u5206\u522b\u4e0e\u89c6\u89c9\u5bf9\u8c61\u7684\u56fe\u50cf\u4e0e\u6587\u672c\u5bf9\u9f50\uff0c\u5b9e\u73b0\u6570\u636e &#8211; \u77e5\u8bc6\u534f\u540c\u8bad\u7ec3\u3002<\/section>\n<section><\/section>\n<section>Finedefics \u5728 6 \u4e2a\u6743\u5a01\u7ec6\u7c92\u5ea6\u56fe\u50cf\u5206\u7c7b\u6570\u636e\u96c6 Stanford Dog-120\u3001Bird-200\u3001FGVC-Aircraft\u3001Flower-102\u3001Oxford-IIIT Pet-37\u3001Stanford Car-196 \u4e0a\u7684\u5e73\u5747\u51c6\u786e\u7387\u8fbe\u5230\u4e86 76.84%\uff0c\u76f8\u6bd4 Hugging Face 2024 \u5e74 4 \u6708\u53d1\u5e03\u7684 Idefics2 \u5927\u6a21\u578b\u63d0\u9ad8\u4e86 10.89%\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-885f7d53cf5ddd3e661113356b775829.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-885f7d53cf5ddd3e661113356b775829.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aAnalyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/openreview.net\/forum?id=p3NKpom1VL<\/section>\n<\/li>\n<li>\n<section>\u5f00\u6e90\u4ee3\u7801\uff1ahttps:\/\/github.com\/PKU-ICST-MIPL\/Finedefics_ICLR2025<\/section>\n<\/li>\n<li>\n<section>\u6a21\u578b\u5730\u5740\uff1ahttps:\/\/huggingface.co\/StevenHH2000\/Finedefics<\/section>\n<\/li>\n<li>\n<section>\u5b9e\u9a8c\u5ba4\u7f51\u5740\uff1ahttps:\/\/www.wict.pku.edu.cn\/mipl<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u80cc\u666f\u4e0e\u52a8\u673a<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u591a\u6a21\u6001\u5927\u6a21\u578b\u662f\u6307\u63d0\u53d6\u5e76\u878d\u5408\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u591a\u6a21\u6001\u6570\u636e\u8868\u5f81\uff0c\u901a\u8fc7\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u63a8\u7406\uff0c\u7ecf\u8fc7\u5fae\u8c03\u540e\u9002\u914d\u5230\u591a\u79cd\u4e0b\u6e38\u4efb\u52a1\u7684\u57fa\u7840\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u5c3d\u7ba1\u73b0\u6709\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u89c6\u89c9\u95ee\u7b54\u3001\u63a8\u7406\u7b49\u591a\u79cd\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u5b58\u5728<strong>\u8bc6\u522b\u7c92\u5ea6\u7c97<\/strong>\u7684\u5c40\u9650\u6027\uff1a\u56e0\u4e3a\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u89c6\u89c9\u8bc6\u522b\u80fd\u529b\u4f9d\u8d56\u5927\u91cf\u8bad\u7ec3\u6570\u636e\uff0c\u7531\u4e8e\u8bad\u7ec3\u6570\u636e\u7684\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u7684\u6807\u6ce8\u6210\u672c\u5de8\u5927\uff0c\u5b9e\u9645\u4e5f\u662f\u65e0\u6cd5\u7ec6\u7c92\u5ea6\u6807\u6ce8\u7684\uff0c\u5bfc\u81f4\u73b0\u6709\u591a\u6a21\u6001\u5927\u6a21\u578b\u7f3a\u4e4f\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-38de33a395056f0c6b2496d8cf92d57b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-38de33a395056f0c6b2496d8cf92d57b.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1. \u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u4e0a\u6240\u9700\u7684 3 \u9879\u80fd\u529b<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u672c\u6587\u7cfb\u7edf\u5730\u5206\u6790\u4e86\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u4e0a\u6240\u9700\u7684 3 \u9879\u80fd\u529b\uff0c\u5982\u56fe 1 \u6240\u793a\uff0c\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<section>1.\u00a0<strong>\u5bf9\u8c61\u4fe1\u606f\u63d0\u53d6\u80fd\u529b<\/strong>\uff1a\u89c6\u89c9\u7f16\u7801\u5668\u80fd\u591f\u4ece\u56fe\u50cf\u4e2d\u51c6\u786e\u5e76\u5168\u9762\u5730\u63d0\u53d6\u533a\u5206\u4e0d\u540c\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u7684\u8fa8\u8bc6\u6027\u4fe1\u606f\uff1b<\/section>\n<section><\/section>\n<section>2.\u00a0<strong>\u7c7b\u522b\u77e5\u8bc6\u50a8\u5907\u80fd\u529b<\/strong>\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u50a8\u5907\u5145\u5206\u7684\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u77e5\u8bc6\uff1b<\/section>\n<section><\/section>\n<section>3.\u00a0<strong>\u5bf9\u8c61 &#8211; \u7c7b\u522b\u5bf9\u9f50\u80fd\u529b<\/strong>\uff1a\u57fa\u4e8e\u63d0\u53d6\u7684\u8fa8\u8bc6\u6027\u89c6\u89c9\u4fe1\u606f\u4e0e\u50a8\u5907\u7684\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u77e5\u8bc6\uff0c\u5728\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8868\u5f81\u7a7a\u95f4\u4e2d\u5bf9\u9f50\u89c6\u89c9\u5bf9\u8c61\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\uff0c\u4ee5\u5efa\u7acb\u8f93\u5165\u56fe\u50cf\u5230\u5b50\u7c7b\u522b\u540d\u79f0\u7684\u7ec6\u7c92\u5ea6\u6620\u5c04\u5173\u7cfb\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c<strong>\u300c\u89c6\u89c9\u5bf9\u8c61\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u672a\u5bf9\u9f50\u300d<\/strong>\u662f\u9650\u5236\u591a\u6a21\u6001\u5927\u6a21\u578b\u5177\u5907\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u80fd\u529b\u7684\u5173\u952e\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section><strong>\u6280\u672f\u65b9\u6848<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u4e3a\u89e3\u51b3\u89c6\u89c9\u5bf9\u8c61\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u672a\u5bf9\u9f50\u7684\u95ee\u9898\uff0c\u672c\u6587\u63d0\u51fa\u4e86<strong>\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578b Finedefics<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u5982\u56fe 2 \u6240\u793a\uff0cFinedefics \u6784\u5efa\u8fc7\u7a0b\u5305\u542b 2 \u4e2a\u4e3b\u8981\u6b65\u9aa4\uff1a<\/section>\n<section><\/section>\n<section>1. \u9996\u5148\u901a\u8fc7<strong>\u5c5e\u6027\u63cf\u8ff0\u6784\u5efa<\/strong>\uff0c\u5229\u7528\u8fa8\u8bc6\u5c5e\u6027\u6316\u6398\u83b7\u5f97\u533a\u5206\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u7684\u5173\u952e\u7279\u5f81\uff0c\u4f8b\u5982\u533a\u5206\u732b\u7684\u54c1\u79cd\u7684\u8fa8\u8bc6\u6027\u5c5e\u6027\u300c\u6bdb\u8272\u300d\u3001\u300c\u6bdb\u578b\u300d\u3001\u300c\u6bdb\u76ae\u8d28\u5730\u300d\u7b49\uff0c\u5e76\u5229\u7528\u89c6\u89c9\u5c5e\u6027\u63d0\u53d6\u83b7\u5f97\u56fe\u50cf\u5bf9\u8c61\u7684\u8fa8\u8bc6\u6027\u5c5e\u6027\u5bf9\uff0c\u4f8b\u5982\u300c\u6bdb\u8272\uff1a\u68d5\u8910\u8272\u300d\u3001\u300c\u6bdb\u578b\uff1a\u5e26\u6709\u6591\u7eb9\u300d\u3001\u300c\u6bdb\u76ae\u8d28\u5730\uff1a\u8d28\u5730\u67d4\u8f6f\u300d\u7b49\uff0c\u518d\u5229\u7528\u5c5e\u6027\u63cf\u8ff0\u603b\u7ed3\u5c06\u5c5e\u6027\u5bf9\u8f6c\u5316\u4e3a\u81ea\u7136\u8bed\u8a00\u5f62\u5f0f\u7684\u5bf9\u8c61\u5c5e\u6027\u63cf\u8ff0\uff0c\u4f8b\u5982\u300c\u56fe\u4e2d\u5c0f\u732b\u7684\u6bdb\u4e3a\u68d5\u8910\u8272\uff0c\u5e26\u6709\u6591\u7eb9\uff0c\u8d28\u5730\u67d4\u8f6f\u300d\uff1b<\/section>\n<section><\/section>\n<section>2. \u7136\u540e\u901a\u8fc7<strong>\u5c5e\u6027\u589e\u5f3a\u5bf9\u9f50<\/strong>\uff0c\u5c06\u6784\u5efa\u7684\u5bf9\u8c61\u5c5e\u6027\u63cf\u8ff0\u4f5c\u4e3a\u89c6\u89c9\u5bf9\u8c61\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u7684\u5171\u540c\u5bf9\u9f50\u76ee\u6807\uff0c\u901a\u8fc7\u5bf9\u8c61 &#8211; \u5c5e\u6027\u3001\u5c5e\u6027 &#8211; \u7c7b\u522b\u3001\u7c7b\u522b &#8211; \u7c7b\u522b\u5bf9\u6bd4\u5b66\u4e60\u5145\u5206\u5efa\u7acb\u89c6\u89c9\u5bf9\u8c61\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u7684\u7ec6\u7c92\u5ea6\u5bf9\u5e94\u5173\u7cfb\uff0c\u518d\u5229\u7528\u4ee5\u8bc6\u522b\u4e3a\u4e2d\u5fc3\u7684\u6307\u4ee4\u5fae\u8c03\u4fc3\u8fdb\u6a21\u578b\u9075\u5faa\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u7684\u4efb\u52a1\u6307\u4ee4\u3002\u5177\u4f53\u5730\uff0c\u5305\u542b\u5982\u4e0b\u4e24\u4e2a\u8bad\u7ec3\u9636\u6bb5\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-cea3d3e647daec7784a44017a0e12483.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-cea3d3e647daec7784a44017a0e12483.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2. \u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08Finedefics\uff09\u6846\u67b6\u56fe<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u9636\u6bb5 I\uff1a\u5c5e\u6027\u589e\u5f3a\u7684\u5bf9\u6bd4\u5b66\u4e60<\/strong><\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c\u9488\u5bf9\u6bcf\u4e2a\u300c\u5bf9\u8c61 &#8211; \u5c5e\u6027 &#8211; \u7c7b\u522b\u300d\u4e09\u5143\u7ec4<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-05facdda1b351419c8ef56408624011f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-05facdda1b351419c8ef56408624011f.png\"><\/a>\uff0c\u5229\u7528\u89c6\u89c9\u7f16\u7801\u5668<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-79b5f97c2f5c5e72ca1167fb257aaf21.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-79b5f97c2f5c5e72ca1167fb257aaf21.png\"><\/a>\u4e0e\u53ef\u5b66\u4e60\u7684\u6a21\u6001\u8fde\u63a5\u5c42\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-88416c6e2733637dd2fe5d8d6fae7516.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-88416c6e2733637dd2fe5d8d6fae7516.png\"><\/a>\u00a0\u5c06<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f60c6d977d22792afe6295e8a01e1344.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f60c6d977d22792afe6295e8a01e1344.png\"><\/a>\u8f6c\u5316\u4e3a\u5bf9\u8c61\u8868\u5f81\u5e8f\u5217<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a6745ea30495360dc95f80b0d63ee21a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a6745ea30495360dc95f80b0d63ee21a.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u66f4\u597d\u6355\u6349\u5168\u5c40\u8868\u793a\uff0c\u5c06\u6807\u8bc6\u7b26 [EOS] \u8f93\u5165\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5d4c\u5165\u5c42\u5f97\u5230\u5411\u91cf\u8868\u793a\uff0c\u5e76\u5c06\u5176\u4e0e\u5bf9\u8c61\u7279\u5f81\u5e8f\u5217<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-23b1bc61572c7169c3bb1d439379e192.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-23b1bc61572c7169c3bb1d439379e192.png\"><\/a>\u62fc\u63a5\uff0c\u5f97\u5230\u65b0\u6784\u5efa\u7684\u5bf9\u8c61\u8868\u5f81\u5e8f\u5217\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-549ad676830e77e43b749ea0db476d61.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-549ad676830e77e43b749ea0db476d61.png\"><\/a>\u3002\u76f8\u4f3c\u5730\uff0c\u5f97\u5230\u5c5e\u6027\u8868\u5f81\u5e8f\u5217\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a4c1242251d67242708e9c98e89b701e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a4c1242251d67242708e9c98e89b701e.png\"><\/a>\u4e0e\u7c7b\u522b\u8868\u5f81\u5e8f\u5217<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-368e885e7003d8c856bb2a1168f01241.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-368e885e7003d8c856bb2a1168f01241.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>\u7136\u540e\uff0c\u5206\u522b\u5c06\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-b0e089d2803c65b53b40a8ae443cae17.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-b0e089d2803c65b53b40a8ae443cae17.png\"><\/a>\u00a0\u8f93\u5165\u5230\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\uff0c\u5c06\u5e8f\u5217\u672b\u5c3e\u7684\u9884\u6d4b\u6807\u5fd7\uff08token\uff09<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-5e9cff4e9567342f0c04b83f623a000a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-5e9cff4e9567342f0c04b83f623a000a.png\"><\/a>\u00a0\u5206\u522b\u4f5c\u4e3a\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-17c7439624192469e1b3d416b75d2419.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-17c7439624192469e1b3d416b75d2419.png\"><\/a>\u00a0\u7684\u5168\u5c40\u8868\u793a\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u7b80\u5316\u8868\u793a\uff0c\u5b9a\u4e49<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-7e6dbcdf59dad19ff45a582df1869597.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-7e6dbcdf59dad19ff45a582df1869597.png\"><\/a>\u8bad\u7ec3\u91c7\u7528\u7684\u5bf9\u6bd4\u5b66\u4e60\u635f\u5931\u5305\u542b\u4ee5\u4e0b 3 \u79cd\uff1a<\/section>\n<section><\/section>\n<section><strong>\u5bf9\u8c61 &#8211; \u5c5e\u6027\u5bf9\u6bd4<\/strong>\uff1a\u4e3a\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e2a\u89c6\u89c9\u5bf9\u8c61\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-7fe78074011300166569c60bb0687399.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-7fe78074011300166569c60bb0687399.png\"><\/a>\u6316\u6398\u56f0\u96be\u8d1f\u6837\u672c\u3002\u5177\u4f53\u5730\uff0c\u9488\u5bf9\u6bcf\u5f20\u6837\u672c\u56fe\u50cf\uff0c\u4ece\u4e09\u4e2a\u6700\u76f8\u4f3c\u4f46\u9519\u8bef\u7684\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u6570\u636e\u4e2d\u9009\u62e9\u8d1f\u6837\u672c\uff0c\u5e76\u5c06\u5176\u5c5e\u6027\u63cf\u8ff0\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u540d\u79f0\u4f5c\u4e3a\u56f0\u96be\u8d1f\u6837\u672c\u52a0\u5165\u5bf9\u6bd4\u5b66\u4e60\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u5f15\u5165\u56f0\u96be\u8d1f\u6837\u672c\u540e\u7684\u5bf9\u8c61 &#8211; \u5c5e\u6027\u5bf9\u6bd4\uff08Object-Attribute Contrastive, OAC\uff09\u635f\u5931\u8868\u793a\u5982\u4e0b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a90ec4b7d30b9908984d770792421c24.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a90ec4b7d30b9908984d770792421c24.png\"><\/a>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-0e32f4a57ba06810d9e0d0fa75ae04c1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-0e32f4a57ba06810d9e0d0fa75ae04c1.png\"><\/a> \u8868\u793a\u5bf9\u8c61<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8032a5cbb937901b985e83dad40fcc3e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8032a5cbb937901b985e83dad40fcc3e.png\"><\/a>\u56f0\u96be\u8d1f\u6837\u672c\u7684\u5c5e\u6027\u8868\u5f81\u96c6\u5408\uff0cSim (\u22c5,\u22c5) \u6d4b\u91cf\u7279\u5f81\u7a7a\u95f4\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6\u3002<\/section>\n<section><\/section>\n<section><strong>\u5c5e\u6027 &#8211; \u7c7b\u522b\u5bf9\u6bd4<\/strong>\uff1a\u76f8\u4f3c\u5730\uff0c\u5f15\u5165\u56f0\u96be\u8d1f\u6837\u672c\u540e\u7684\u5c5e\u6027 &#8211; \u7c7b\u522b\u5bf9\u6bd4\uff08Attribute-Category Contrastive, ACC\uff09\u635f\u5931\u8868\u793a\u5982\u4e0b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-777ab921896623d3d2e2a09894424451.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-777ab921896623d3d2e2a09894424451.png\"><\/a><\/section>\n<section>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-0e5e7f049e30c5b1e30636ba97c87ab0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-0e5e7f049e30c5b1e30636ba97c87ab0.png\"><\/a> \u8868\u793a\u5bf9\u8c61 <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-cdbc12ba55827abcbd45f4b1f6284197.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-cdbc12ba55827abcbd45f4b1f6284197.png\"><\/a>\u00a0\u56f0\u96be\u8d1f\u6837\u672c\u7684\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u8868\u5f81\u96c6\u5408\u3002<\/section>\n<section><\/section>\n<section><strong>\u7c7b\u522b &#8211; \u7c7b\u522b\u5bf9\u6bd4<\/strong>\uff1a\u7531\u4e8e\u96be\u4ee5\u5728\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8868\u5f81\u7a7a\u95f4\u4e2d\u533a\u5206\u4e0d\u540c\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\uff0c\u63d0\u51fa\u4e86\u7c7b\u522b &#8211; \u7c7b\u522b\u5bf9\u6bd4\uff08Category-Category Contrastive, CCC\uff09\u635f\u5931\u5982\u4e0b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-7ba52ff6fc4a494148c187e34db8473b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-7ba52ff6fc4a494148c187e34db8473b.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0c\u4e3a\u4fdd\u6301\u6a21\u578b\u7684\u751f\u6210\u80fd\u529b\uff0c\u5c06\u5c5e\u6027\u63cf\u8ff0\u4f5c\u4e3a\u751f\u6210\u76ee\u6807\uff0c\u91c7\u7528\u4e0b\u4e00\u4e2a\u6807\u8bb0\u9884\u6d4b\uff08Next Token Prediction\uff09\u4efb\u52a1\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u3002\u56e0\u6b64\uff0c\u9636\u6bb5 I \u7684\u4f18\u5316\u76ee\u6807\u5b9a\u4e49\u5982\u4e0b\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-64cb76a6c58f87aee1b7d2d739dbf092.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-64cb76a6c58f87aee1b7d2d739dbf092.png\"><\/a><\/p>\n<section>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a9e4c6b445c2e91183f4120fd54984ce.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a9e4c6b445c2e91183f4120fd54984ce.png\"><\/a>\u00a0\u8868\u793a\u5c5e\u6027\u63cf\u8ff0\u751f\u6210\u635f\u5931\u3002<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u9636\u6bb5 II\uff1a\u4ee5\u8bc6\u522b\u4e3a\u4e2d\u5fc3\u7684\u6307\u4ee4\u5fae\u8c03<\/strong><\/section>\n<section><\/section>\n<section>\u5c06\u7ec6\u7c92\u5ea6\u89c6\u89c9\u8bc6\u522b\u6570\u636e\u96c6\u6784\u5efa\u4e3a\u4e24\u79cd\u5f62\u5f0f\u7684\u6307\u4ee4\u5fae\u8c03\u6570\u636e\uff1a\u5f00\u96c6\u95ee\u7b54\u6570\u636e\u4e0e\u95ed\u96c6\u591a\u9009\u9898\u6570\u636e\uff0c\u5229\u7528\u4e0a\u8ff0\u6307\u4ee4\u5fae\u8c03\u6570\u636e\u66f4\u65b0\u6a21\u578b\u53c2\u6570\u3002\u56e0\u6b64\uff0c\u9636\u6bb5 II \u6a21\u578b\u7684\u4f18\u5316\u76ee\u6807\u5b9a\u4e49\u5982\u4e0b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-95e2da99637dc8dae2545d812604ed30.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-95e2da99637dc8dae2545d812604ed30.png\"><\/a><\/section>\n<section>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-21286df08a90f4911d77c291167b1306.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-21286df08a90f4911d77c291167b1306.png\"><\/a>\u00a0\u8868\u793a\u4ee5\u8bc6\u522b\u4e3a\u4e2d\u5fc3\u7684\u6307\u4ee4\u5fae\u8c03\u635f\u5931\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-27fddc764cd92ddb3fcdb2ed883dc990.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-27fddc764cd92ddb3fcdb2ed883dc990.png\"><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 1. \u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08Finedefics\uff09\u5b9e\u9a8c\u7ed3\u679c<\/sup><\/em><\/section>\n<section>\u00a0<\/section>\n<section>\u8868 1 \u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cFinedefics \u5728 6 \u4e2a\u6743\u5a01\u7ec6\u7c92\u5ea6\u56fe\u50cf\u5206\u7c7b\u6570\u636e\u96c6 Stanford Dog-120\u3001Bird-200\u3001FGVC-Aircraft\u3001Flower-102\u3001Oxford-IIIT Pet-37\u3001Stanford Car-196 \u4e0a\u7684\u5e73\u5747\u51c6\u786e\u7387\u8fbe\u5230\u4e86 <strong>76.84%<\/strong>\uff0c\u76f8\u6bd4\u963f\u91cc 2024 \u5e74 1 \u6708\u53d1\u5e03\u7684<strong>\u901a\u4e49\u5343\u95ee\u5927\u6a21\u578b<\/strong>\uff08Qwen-VL-Chat\uff09\u63d0\u9ad8\u4e86 <strong>9.43%<\/strong>\uff0c\u76f8\u6bd4 Hugging Face 2024 \u5e74 4 \u6708\u53d1\u5e03\u7684 <strong>Idefics2<\/strong> \u5927\u6a21\u578b\u63d0\u9ad8\u4e86 <strong>10.89%<\/strong>\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-ee84ebc9b6d5e9546dbd29005a926e29.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-ee84ebc9b6d5e9546dbd29005a926e29.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3. \u89c6\u89c9\u5bf9\u8c61 &#8211; \u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u5bf9\u9f50\u6548\u679c\u53ef\u89c6\u5316<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-c6b084563aca941dc45dda7582be1f0d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-c6b084563aca941dc45dda7582be1f0d.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 4. \u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08Finedefics\uff09\u6848\u4f8b\u5c55\u793a<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u56fe 3 \u7684\u53ef\u89c6\u5316\u7ed3\u679c\u8868\u660e\uff0c\uff08a\uff09\u4ec5\u5fae\u8c03\u5927\u6a21\u578b\uff0c\u89c6\u89c9\u5bf9\u8c61\u4e0e\u7ec6\u7c92\u5ea6\u5b50\u7c7b\u522b\u8868\u5f81\u7684\u5206\u5e03\u5dee\u5f02\u5927\uff1b\uff08b\uff09\u4ec5\u5f15\u5165\u5bf9\u8c61 &#8211; \u7c7b\u522b\u5bf9\u6bd4\u5b66\u4e60\u65f6\uff0c\u4e0a\u8ff0\u5206\u5e03\u5dee\u5f02\u4ecd\u7136\u96be\u4ee5\u964d\u4f4e\uff1b\uff08c\uff09\u540c\u65f6\u5f15\u5165\u5bf9\u8c61 &#8211; \u5c5e\u6027\u3001\u5c5e\u6027 &#8211; \u7c7b\u522b\u3001\u7c7b\u522b &#8211; 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target=\"_blank\">\u5317\u5927\u5f6d\u5b87\u65b0\u6559\u6388\u56e2\u961f\u5f00\u6e90\u7ec6\u7c92\u5ea6\u591a\u6a21\u6001\u5927\u6a21\u578bFinedefics<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5317\u5927\u5f6d\u5b87\u65b0\u6559\u6388\u56e2\u961f\u5f00\u6e90 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