{"id":39907,"date":"2025-04-05T22:02:22","date_gmt":"2025-04-05T14:02:22","guid":{"rendered":"https:\/\/17aitech.com\/?p=39907"},"modified":"2025-04-05T22:02:22","modified_gmt":"2025-04-05T14:02:22","slug":"cvpr-2025-oral-%e5%a4%9a%e6%a8%a1%e6%80%81%e4%ba%a4%e4%ba%92%e6%96%b0%e5%9f%ba%e5%87%86opening%ef%bc%8c%e6%96%b0%e7%89%88gpt-4o%e6%9d%80%e7%96%af%e4%ba%86%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39907","title":{"rendered":"CVPR 2025 Oral | \u591a\u6a21\u6001\u4ea4\u4e92\u65b0\u57fa\u51c6OpenING\uff0c\u65b0\u7248GPT-4o\u6740\u75af\u4e86\uff1f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-05-5\" target=\"_blank\">CVPR 2025 Oral | \u591a\u6a21\u6001\u4ea4\u4e92\u65b0\u57fa\u51c6OpenING\uff0c\u65b0\u7248GPT-4o\u6740\u75af\u4e86\uff1f<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-0ac07c7a01e65cfb4aa788d204f86363.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-0ac07c7a01e65cfb4aa788d204f86363.png\"><\/a><\/section>\n<p>\u6587\u751f\u56fe or \u56fe\u751f\u6587\uff1f\u4e0d\u5fc5\u7ea0\u7ed3\u4e86\uff01<\/p>\n<p>\u4eba\u7c7b\u5927\u8111\u5929\u7136\u5177\u5907\u540c\u65f6\u7406\u89e3\u548c\u521b\u9020\u89c6\u89c9\u4e0e\u8bed\u8a00\u4fe1\u606f\u7684\u80fd\u529b\u3002\u4e00\u4e2a\u901a\u7528\u7684\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLM\uff09\u7406\u5e94\u590d\u523b\u4eba\u7c7b\u7684\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\uff0c\u5373\u80fd\u591f\u81ea\u5982\u5730\u540c\u65f6\u5904\u7406\u4e0e\u751f\u6210\u5404\u79cd\u6a21\u6001\u5185\u5bb9\uff0c\u5b9e\u73b0\u591a\u6a21\u6001\u4ea4\u4e92\uff0c\u8fd9\u4e5f\u662f\u5411\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u8fc8\u8fdb\u7684\u5173\u952e\u6311\u6218\u4e4b\u4e00\u3002\u6700\u8fd1\u7206\u706b\u7684\u65b0\u7248 GPT4o \u4e0e Gemini-2.0 \u5728\u56fe\u6587\u4ea4\u4e92\u8fd9\u65b9\u5411\u4e0a\u4e5f\u5e26\u6765\u4e86\u4ee4\u4eba\u632f\u594b\u7684\u6548\u679c\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5f53\u524d\u5927\u90e8\u5206\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u4ecd\u5c40\u9650\u4e8e\u5904\u7406\u5355\u4e00\u7684\u56fe\u50cf\u6216\u6587\u672c\uff0c\u7279\u522b\u662f\u96be\u4ee5\u5b9e\u73b0\u5185\u5bb9\u6d41\u7545\u4e00\u81f4\u7684\u591a\u6a21\u6001\u4ea4\u9519\u751f\u6210\u3002\u800c\u73b0\u5b9e\u751f\u6d3b\u4e2d\uff0c\u4ee5\u8bbe\u8ba1\u3001\u6559\u80b2\u3001\u5185\u5bb9\u521b\u4f5c\u7b49\u4ee3\u8868\u7684\u4efb\u52a1\uff0c\u5f80\u5f80\u9700\u8981\u83b7\u53d6\u56fe\u6587\u4ea4\u9519\u7684\u5185\u5bb9\u4f5c\u4e3a\u53c2\u8003\uff0c\u8fd9\u5bf9\u6a21\u578b\u7684\u591a\u6a21\u6001\u751f\u6210\u80fd\u529b\u63d0\u51fa\u4e86\u6311\u6218\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-0c9ca986045f3cdaf6f2351a1b2ec728.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-0c9ca986045f3cdaf6f2351a1b2ec728.png\"><\/a><\/section>\n<p>\u8fd1\u65e5\uff0c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u63d0\u51fa\u4e86\u9996\u4e2a\u9762\u5411\u5f00\u653e\u5f0f\u56fe\u6587\u4ea4\u9519\u751f\u6210\u4efb\u52a1\u7684\u7efc\u5408\u8bc4\u6d4b\u57fa\u51c6 OpenING\uff0c\u76f8\u5173\u8bba\u6587\u6210\u679c\u5df2\u88ab CVPR2025 \u63a5\u6536\u4e3a Oral\u3002\u8be5\u57fa\u51c6\u5305\u542b\uff1a1\uff09\u591a\u6837\u5316\u7684\u771f\u5b9e\u56fe\u6587\u751f\u6210\u4efb\u52a1\u4e0e\u9ad8\u8d28\u91cf\u7684\u6807\u6ce8\u6570\u636e\uff1b2\uff09\u901a\u8fc7\u589e\u5f3a\u8bad\u7ec3\u5f97\u5230\u7684\u53ef\u9760\u88c1\u5224\u6a21\u578b IntJudge\uff1b3\uff09\u5bf9\u76ee\u524d\u56fe\u6587\u4ea4\u9519\u751f\u6210\u6a21\u578b \/ \u7edf\u4e00\u7406\u89e3\u751f\u6210\u6a21\u578b\u8fdb\u884c\u7684\u7efc\u5408\u8bc4\u6d4b\u3001\u6392\u540d\u4e0e\u5206\u6790\u3002\u7814\u7a76\u4e2d\u7684\u5173\u952e\u53d1\u73b0\u4e0e\u7ed3\u8bba\u80fd\u591f\u4e3a\u4e0b\u4e00\u4ee3\u7edf\u4e00\u7406\u89e3\u4e0e\u751f\u6210\u7684\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7814\u53d1\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u542f\u53d1\u4e0e\u6307\u5bfc\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6a1cc34831dc02526ae8b93800074ded.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6a1cc34831dc02526ae8b93800074ded.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aOpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation<\/p>\n<\/li>\n<li>\n<p>\u00a0\u6280\u672f\u62a5\u544a\uff1a https:\/\/arxiv.org\/abs\/2411.18499<\/p>\n<\/li>\n<li>\n<p>\u00a0\u9879\u76ee\u4e3b\u9875\uff1a https:\/\/opening-benchmark.github.io\/<\/p>\n<\/li>\n<li>\n<p>\u00a0\u4ee3\u7801\u5730\u5740\uff1a https:\/\/github.com\/LanceZPF\/OpenING<\/p>\n<\/li>\n<\/ul>\n<p><strong>OpenING \u57fa\u51c6\uff1a\u66f4\u4e30\u5bcc\u3001\u66f4\u771f\u5b9e\u3001\u66f4\u5168\u9762<\/strong><\/p>\n<p>\u73b0\u6709\u8bc4\u6d4b\u57fa\u51c6\uff08\u5982 OpenLEAF \u548c InterleavedBench\uff09\u5b58\u5728\u89c4\u6a21\u5c0f\u3001\u4e3b\u9898\u591a\u6837\u6027\u4e0d\u8db3\u3001\u6570\u636e\u6765\u6e90\u53d7\u9650\u7b49\u95ee\u9898\uff0c\u4e14\u56e0\u8fc7\u4e8e\u4f9d\u8d56\u5f00\u6e90\u6570\u636e\u96c6\u4f5c\u4e3a\u6570\u636e\u6765\u6e90\u5bfc\u81f4\u6570\u636e\u6c61\u67d3\u7684\u98ce\u9669\uff0c\u96be\u4ee5\u6ee1\u8db3\u771f\u5b9e\u573a\u666f\u7684\u5e94\u7528\u9700\u6c42\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f487dcd024130b8c8ad75a9cf6f612df.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f487dcd024130b8c8ad75a9cf6f612df.png\"><\/a><\/section>\n<p>\u4e3a\u6b64\uff0cOpenING \u5e94\u8fd0\u800c\u751f\uff01<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-76ea807a90fa9c4c984e789b63da43d0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-76ea807a90fa9c4c984e789b63da43d0.png\"><\/a><\/section>\n<p>OpenING \u9996\u6b21\u7cfb\u7edf\u5730\u6784\u5efa\u4e86\u6db5\u76d6 23 \u4e2a\u73b0\u5b9e\u9886\u57df\u300156 \u4e2a\u5177\u4f53\u4efb\u52a1\u7684\u56fe\u6587\u4ea4\u9519\u751f\u6210\u7efc\u5408\u8bc4\u6d4b\u57fa\u51c6\uff0c\u5171\u8ba1\u6536\u96c6 5400 \u4e2a\u771f\u5b9e\u573a\u666f\u4e0b\u7684\u56fe\u6587\u4ea4\u9519\u5b9e\u4f8b\u3002\u8fd9\u4e9b\u5b9e\u4f8b\u6765\u6e90\u4e8e\u65c5\u884c\u6307\u5357\u3001\u4ea7\u54c1\u8bbe\u8ba1\u3001\u70f9\u996a\u52a9\u624b\u3001\u521b\u610f\u5934\u8111\u98ce\u66b4\u7b49\u65e5\u5e38\u9ad8\u9891\u5e94\u7528\u573a\u666f\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-9296fe1a2fd2fe58111050a437637029.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-9296fe1a2fd2fe58111050a437637029.png\"><\/a><\/section>\n<p>OpenING \u7279\u522b\u8bbe\u8ba1\u4e86\u9ad8\u6548\u7684\u6807\u6ce8\u5de5\u5177 IntLabel\uff0c\u7531\u8d85\u8fc7 50 \u4eba\u7684\u4e13\u4e1a\u56e2\u961f\u4e25\u683c\u628a\u5173\uff0c\u5e76\u901a\u8fc7\u7cbe\u7ec6\u5316\u7684\u6807\u6ce8\u6d41\u7a0b\u786e\u4fdd\u4e86\u6570\u636e\u7684\u4e00\u81f4\u6027\u4e0e\u771f\u5b9e\u6027\u3002OpenING \u7684\u6570\u636e\u5212\u5206\u4e3a\u5f00\u53d1\u96c6\u548c\u6d4b\u8bd5\u96c6\u4e24\u4e2a\u90e8\u5206\uff0c\u4e3a Judge \u6a21\u578b\u7684\u8bad\u7ec3\u548c\u8bc4\u6d4b\u5206\u6790\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n<p><strong>\u5f3a\u5927\u8bc4\u4f30\u6a21\u578b IntJudge\uff1a\u544a\u522b GPT \u504f\u89c1\uff01<\/strong><\/p>\n<p>\u4f20\u7edf\u57fa\u4e8e GPT \u7684\u8bc4\u6d4b\u6a21\u578b\uff08\u6bd4\u5982 GPT-as-a-Judge\uff09\u5bb9\u6613\u53d7\u5230\u6a21\u578b\u672c\u8eab\u504f\u89c1\uff0c\u503e\u5411\u4e8e\u7ed9\u81ea\u5bb6\u751f\u6210\u7684\u5185\u5bb9\u66f4\u9ad8\u7684\u8bc4\u5206\u3002\u53e6\u5916\u6b64\u7c7b\u8bc4\u6d4b\u6a21\u578b\u56e0\u4e3a\u53d7\u5230\u6f5c\u5728\u7684\u6570\u636e\u6cc4\u9732\u7684\u5f71\u54cd\uff0c\u4f7f\u5f97\u8bc4\u6d4b\u7684\u51c6\u786e\u6027\u548c\u7a33\u5b9a\u6027\u5b58\u7591\u3002\u4e3a\u4e86\u83b7\u5f97\u66f4\u52a0\u516c\u5e73\u3001\u7cbe\u51c6\u3001\u7a33\u5b9a\u7684\u8bc4\u6d4b\u7ed3\u679c\uff0cOpenING \u56e2\u961f\u81ea\u4e3b\u7814\u53d1\u4e86\u4e00\u6b3e\u540d\u4e3a IntJudge \u7684\u8bc4\u4f30\u6a21\u578b\u3002<\/p>\n<p>IntJudge \u7684\u8bad\u7ec3\u96c6\u91c7\u7528\u4e86\u5168\u65b0\u7684\u4eba\u673a\u534f\u4f5c\u6807\u6ce8\u65b9\u6cd5 \u2014Interleaved Arena\uff0c\u5e76\u5728\u8bad\u7ec3\u8fc7\u7a0b\u5229\u7528\u4e00\u79cd\u53c2\u8003\u589e\u5f3a\u751f\u6210 Reference-Augmented Generation\uff08RAG\uff09\u7684\u6570\u636e\u589e\u5f3a\u7b56\u7565\u3002\u901a\u8fc7\u878d\u5408\u4eba\u7c7b\u4e13\u5bb6\u8bc4\u4f30\u6570\u636e\u548c\u81ea\u52a8\u751f\u6210\u7684\u6570\u636e\uff0c\u8be5\u7b56\u7565\u5927\u5e45\u63d0\u5347\u8bc4\u6d4b\u6a21\u578b\u7684\u9c81\u68d2\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e760e723cc67844bf6d13d98b41b0fc7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e760e723cc67844bf6d13d98b41b0fc7.png\"><\/a><\/section>\n<p>\u5177\u4f53\u6765\u8bb2\uff0cIntJudge \u7684\u8bad\u7ec3\u6570\u636e\u7531\u4e24\u90e8\u5206\u7ec4\u6210\uff1a\u4e00\u662f\u9ad8\u8d28\u91cf\u5bf9\u6bd4\u6570\u636e Interleaved Arena Data\uff0c\u8fd9\u4e9b\u6570\u636e\u901a\u8fc7\u5bf9\u4e0d\u540c\u6a21\u578b\u5728 OpenING \u5f00\u53d1\u96c6\u4e0a\u751f\u6210\u7684\u7684\u56fe\u6587\u4ea4\u9519\u5185\u5bb9\u8fdb\u884c\u4eba\u5de5\u5224\u65ad\u83b7\u5f97\uff1b\u4e8c\u662f\u5229\u7528\u53c2\u8003\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6280\u672f\u6784\u5efa\u7684\u5927\u89c4\u6a21\u589e\u5f3a\u6570\u636e RAG Data\uff0c\u901a\u8fc7\u5728\u6bcf\u4e2a AB \u5bf9\u4e2d\u8ba4\u5b9a\u4ee5\u4eba\u5de5\u6807\u6ce8\u7684\u91d1\u6807\u51c6\u7b54\u6848\u4e3a\u53c2\u8003\u7684\u751f\u6210\u5185\u5bb9\u4f18\u4e8e\u6a21\u578b\u76f4\u63a5\u751f\u6210\u7684\u5185\u5bb9\u3002\u8fd9\u79cd\u65b0\u9896\u7684\u6570\u636e\u589e\u5f3a\u7b56\u7565\u5728\u6781\u5927\u4e30\u5bcc IntJudge \u6a21\u578b\u8bad\u7ec3\u6570\u636e\u91cf\u7684\u540c\u65f6\u786e\u4fdd\u4e86\u8bc4\u6d4b\u6a21\u578b\u5728\u591a\u79cd\u751f\u6210\u98ce\u683c\u548c\u573a\u666f\u4e0b\u7684\u7a33\u5b9a\u8868\u73b0\u3002<\/p>\n<p>\u5f00\u653e\u5f0f\u95ee\u9898\u7684\u6b63\u786e\u6027\u901a\u5e38\u96be\u4ee5\u76f4\u63a5\u5224\u65ad\uff0c\u4e3a\u6b64 OpenING \u91c7\u7528\u4e86\u7c7b ELO \u673a\u5236\u7684\u76f8\u5bf9\u8bc4\u5206\u7b56\u7565\u3002\u8be5\u7b56\u7565\u901a\u8fc7\u91c7\u6837\u5f62\u6210\u6a21\u578b\u95f4\u7684\u4e24\u4e24\uff08AB Pair\uff09\u5bf9\u6bd4\uff0c\u83b7\u5f97\u5bf9\u6a21\u578b\u5ba2\u89c2\u6027\u80fd\u8bc4\u6d4b\u7684\u6392\u884c\u699c\u3002\u8fd9\u4e9b\u5ba2\u89c2\u6307\u6807\u5305\u62ec\u5f3a\u5236\u533a\u5206\u5e73\u5c40\u6307\u6807 FDT\uff0c \u4ee5\u53ca\u8be5\u6307\u6807\u5728\u5305\u62ec\u5e73\u5c40 w\/ Tie \u548c\u4e0d\u5305\u62ec\u5e73\u5c40 w\/o Tie \u7684\u4e24\u79cd\u60c5\u51b5\u7684\u6307\u6807\u3002\u6b64\u5916\uff0cOpenING \u8fd8\u63d0\u4f9b\u591a\u79cd\u989d\u5916\u8bc4\u4f30\u6307\u6807\uff0c \u5305\u62ec\u57fa\u4e8e GPT-as-a-judge \u7684\u4e3b\u89c2\u8bc4\u6d4b\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-110cef945dfe331d98eb85bfad355a96.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-110cef945dfe331d98eb85bfad355a96.png\"><\/a><\/section>\n<p>\u51ed\u501f\u521b\u65b0\u7684\u6570\u636e\u6784\u5efa\u7b56\u7565\uff0cIntJudge \u4e0e\u4eba\u7c7b\u5224\u65ad\u7684\u4e00\u81f4\u7387\u8fbe\u5230 82.42%\uff0c\u76f8\u8f83\u4e8e\u57fa\u4e8e GPT \u7cfb\u5217\u7684\u8bc4\u6d4b\u65b9\u6cd5 IntJudge \u663e\u8457\u9ad8\u51fa 11.34% . \u6b64\u5916\uff0cIntJudge \u4e0d\u4ec5\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u81ea\u52a8\u5316\u8bc4\u6d4b\u573a\u666f\uff0c\u8fd8\u80fd\u591f\u4f5c\u4e3a Reward Model \u76f4\u63a5\u5e94\u7528\u4e8e GRPO \u7b49\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u8bad\u7ec3\uff0c\u5bf9\u591a\u6a21\u6001\u751f\u6210\u6a21\u578b\u7684\u6027\u80fd\u548c\u751f\u6210\u8d28\u91cf\u8fdb\u884c\u6709\u6548\u63d0\u5347\u3002IntJudge \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6784\u5efa\u7684 Interleaved Arena \u6570\u636e\u4e5f\u4e3a\u591a\u6a21\u6001\u751f\u6210\u9886\u57df\u7684\u76f4\u63a5\u504f\u597d\u4f18\u5316\uff08DPO\uff09\u7814\u7a76\u63d0\u4f9b\u4e86\u5b9d\u8d35\u8d44\u6e90\uff0c\u8fdb\u4e00\u6b65\u542f\u53d1\u548c\u4fc3\u8fdb\u8be5\u65b9\u5411\u7684\u6df1\u5165\u63a2\u7d22\u3002<\/p>\n<p>\u6a21\u578b\u751f\u6210\u6027\u80fd\u5927\u63ed\u79d8\uff0c\u4e0e\u4eba\u7c7b\u5dee\u8ddd\u4f9d\u7136\u660e\u663e\uff01<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8e70fa2f67725b1d85d9a0460f7d6ac3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8e70fa2f67725b1d85d9a0460f7d6ac3.png\"><\/a><\/section>\n<p>\u57fa\u4e8e OpenING \u7684\u8be6\u5c3d\u8bc4\u6d4b\u63ed\u793a\u4e86\u5f53\u524d\u4e3b\u6d41\u591a\u6a21\u6001\u6a21\u578b\u7684\u8868\u73b0\uff1a<\/p>\n<ul>\n<li>\n<p>\u96c6\u6210\u7ba1\u9053\u6a21\u578b\uff08\u5982 GPT-4o+DALL\u30fbE-3 \u548c Gemini 1.5+Flux\uff09\u5f97\u76ca\u4e8e\u9ad8\u6027\u80fd\u57fa\u7840\u6a21\u578b\u7684\u534f\u540c\uff0c\u6574\u4f53\u8868\u73b0\u4f18\u4e8e\u5176\u5b83\u6a21\u578b\u3002\u5176\u751f\u6210\u5185\u5bb9\u5728\u56fe\u6587\u4e00\u81f4\u6027\u4e0e\u89c6\u89c9\u8d28\u91cf\u65b9\u9762\u5747\u5904\u9886\u5148\u5730\u4f4d\u3002\u6b64\u5916\uff0c\u8fd9\u7c7b\u4ea4\u9519\u751f\u6210\u7ba1\u9053\u7684\u6027\u80fd\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u80fd\u529b\u3002\u4e0e\u5176\u5b83\u4e3b\u6d41\u56fe\u50cf\u751f\u6210\u6a21\u578b\u76f8\u6bd4\uff0cFlux-dev \u5728\u4e0e\u591a\u79cd\u6587\u672c\u6a21\u578b\u642d\u914d\u4f7f\u7528\u65f6\u5c55\u73b0\u51fa\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347<\/p>\n<\/li>\n<li>\n<p>\u7aef\u5230\u7aef\u6a21\u578b\uff08\u5982 Anole\u3001MiniGPT-5\uff09\u5177\u6709\u7edf\u4e00\u7684\u56fe\u6587\u751f\u6210\u6a21\u578b\u67b6\u6784\uff0c\u5176\u7b80\u6d01\u7684\u751f\u6210\u65b9\u5f0f\u5c55\u73b0\u51fa\u4e86\u5de8\u5927\u7684\u53d1\u5c55\u6f5c\u529b\u3002\u7136\u800c\uff0c\u76ee\u524d\u6b64\u7c7b\u6a21\u578b\u5728\u56fe\u50cf\u548c\u6587\u672c\u751f\u6210\u7684\u7efc\u5408\u80fd\u529b\u4e0a\u4ecd\u5b58\u5728\u8f83\u5927\u63d0\u5347\u7a7a\u95f4<\/p>\n<\/li>\n<li>\n<p>\u6587\u672c\u751f\u6210\u65b9\u9762\uff0cGPT \u7cfb\u5217\u6a21\u578b\u7684\u8d28\u91cf\u5df2\u8fbe\u5230\u751a\u81f3\u8d85\u8d8a\u4eba\u7c7b\u6c34\u5e73\uff0c\u4f46\u5728\u56fe\u50cf\u751f\u6210\u8d28\u91cf\u548c\u771f\u5b9e\u6027\u65b9\u9762\uff0c\u6240\u6709\u6a21\u578b\u7684\u751f\u6210\u7ed3\u679c\u4ecd\u96be\u4ee5\u4f01\u53ca\u4eba\u5de5\u6807\u6ce8\u7684\u81ea\u7136\u56fe\u50cf\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u8be6\u7ec6\u7684\u8bef\u5dee\u5206\u6790\u53d1\u73b0\u5f53\u524d\u6a21\u578b\u666e\u904d\u5b58\u5728\u8bf8\u5982\u56fe\u50cf\u89c6\u89c9\u8d28\u91cf\u5dee\u3001\u8fde\u7eed\u751f\u6210\u7684\u5185\u5bb9\u4e0d\u4e00\u81f4\u3001\u4ee5\u53ca\u65e0\u6cd5\u6709\u6548\u751f\u6210\u56fe\u50cf\u6216\u6587\u672c\u7b49\u95ee\u9898\u3002\u8fd9\u4e9b\u53d1\u73b0\u4e3a\u4e0b\u4e00\u6b65\u6a21\u578b\u4f18\u5316\u6307\u660e\u4e86\u660e\u786e\u7684\u7814\u7a76\u65b9\u5411\u3002\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u6a21\u578b\uff08\u5982 GPT-4o+DALL-E3\u3001SEED-X\u3001Anole \u7b49\uff09\u51fa\u73b0\u7684\u5177\u4f53\u95ee\u9898\u8fdb\u884c\u4e86\u5206\u6790\uff08\u4f8b\u5982\u4e8b\u5b9e\u6027\u9519\u8bef\uff0c\u6587\u672c\u6216\u56fe\u7247\u3001\u56fe\u7247\u98ce\u683c\u4e0d\u4e00\u81f4\u3001\u751f\u6210\u6548\u7387\u4e0d\u8db3\u7b49\uff09\u5e76\u603b\u7ed3\u4e86\u95ee\u9898\u51fa\u73b0\u7684\u6bd4\u4f8b\uff0c\u4e3a\u672a\u6765\u7684\u65b9\u6cd5\u4f18\u5316\u63d0\u51fa\u4e86\u660e\u786e\u7684\u8def\u5f84\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f3190e36f694ae576d1d3197519951b8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f3190e36f694ae576d1d3197519951b8.png\"><\/a><\/section>\n<p>\u6b64\u5916\uff0c\u5728\u4f7f\u7528 OpenING \u57fa\u51c6\u5bf9\u8fd1\u671f\u53d1\u5e03\u7684\u65b0\u6a21\u578b GPT-4o-ImgGen \u548c Gemini 2.0-Flash-ImgGen \u548c\u8fdb\u884c\u8bc4\u6d4b\u65f6\uff0c\u6211\u4eec\u60ca\u559c\u5730\u53d1\u73b0\u4ed6\u4eec\u5728\u591a\u4e2a\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u4e86\u8f83\u5f3a\u7684\u56fe\u6587\u7406\u89e3\u80fd\u529b\uff0c\u4ee5\u53ca\u66f4\u4e3a\u53ef\u9760\u7684\u5185\u5bb9\u7f16\u8f91\u4e0e\u4ea4\u9519\u751f\u6210\u80fd\u529b\u3002\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u89c2\u5bdf\u5230\u4e00\u4e9b\u5c1a\u5f85\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u4f8b\u5982 GPT-4o-ImgGen \u5bf9 prompt \u4e2d\u547d\u4ee4\u987a\u5e8f\u7684\u9ad8\u5ea6\u4f9d\u8d56 \uff08\u5982\u9700\u8981\u6307\u793a\u6a21\u578b\u5148\u751f\u6210\u6587\u5b57\u518d\u751f\u6210\u56fe\u50cf\uff09\u4e14\u751f\u56fe\u6548\u7387\u4f4e\uff0c\u800c Gemini 2.0-Flash-ImgGen \u65e0\u6cd5\u5728\u56fe\u7247\u4e2d\u751f\u6210\u9ad8\u51c6\u786e\u5ea6\u548c\u53ef\u8bc6\u522b\u7684\u6587\u5b57\u7b49\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6d44513f9bb34a6dc3c8aaa6406513c9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6d44513f9bb34a6dc3c8aaa6406513c9.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e82a69869936ac415eaf2a28413ae594.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e82a69869936ac415eaf2a28413ae594.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-56f8b30f470b0d6cd00d56c268db0262.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-56f8b30f470b0d6cd00d56c268db0262.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-52f81c8c6a231d93b7c6ce5be58a3b1c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-52f81c8c6a231d93b7c6ce5be58a3b1c.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-85b58c91d9ddc6dd29e6047099bcf03c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-85b58c91d9ddc6dd29e6047099bcf03c.png\"><\/a><\/section>\n<p><strong>\u5f00\u653e\u6e90\u7801\u4e0e\u6570\u636e\uff0c\u5168\u793e\u533a\u5171\u5efa<\/strong><\/p>\n<p>\u4e3a\u4e86\u63a8\u52a8\u56fe\u6587\u4ea4\u9519\u751f\u6210\u9886\u57df\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\uff0cOpenING \u7814\u7a76\u56e2\u961f\u5df2\u5168\u9762\u5f00\u6e90\u4e86\u5b8c\u6574\u7684\u57fa\u51c6\u6570\u636e\u3001IntJudge \u8bc4\u6d4b\u6a21\u578b\u53ca\u76f8\u5173\u4ee3\u7801\u3002<\/p>\n<p>\u672a\u6765\uff0cOpenING \u56e2\u961f\u8fd8\u5c06\u7ee7\u7eed\u6269\u5c55\u6570\u636e\u89c4\u6a21\u4e0e\u591a\u6837\u6027\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u8bc4\u6d4b\u6a21\u578b\uff0c\u5e76\u63a8\u52a8\u66f4\u63a5\u8fd1\u771f\u5b9e\u5e94\u7528\u573a\u666f\u7684\u7814\u7a76\u3002\u56e2\u961f\u9f13\u52b1\u66f4\u591a\u7814\u7a76\u8005\u52a0\u5165\uff0c\u5171\u540c\u63a8\u8fdb\u8fd9\u4e00\u524d\u6cbf\u9886\u57df\u7684\u7814\u7a76\u3002\u7814\u7a76\u56e2\u961f\u76f8\u4fe1\uff0cOpenING \u5c06\u6301\u7eed\u52a9\u529b\u4eba\u5de5\u667a\u80fd\u5728\u771f\u5b9e\u573a\u666f\u4e2d\u7684\u843d\u5730\uff0c\u8ba9\u673a\u5668\u771f\u6b63\u5177\u5907\u4e0e\u4eba\u7c7b\u5ab2\u7f8e\u7684\u56fe\u6587\u4ea4\u4e92\u80fd\u529b\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-05-5\" target=\"_blank\">CVPR 2025 Oral | \u591a\u6a21\u6001\u4ea4\u4e92\u65b0\u57fa\u51c6OpenING\uff0c\u65b0\u7248GPT-4o\u6740\u75af\u4e86\uff1f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:CVPR 2025 O [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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