{"id":8996,"date":"2026-06-10T04:15:02","date_gmt":"2026-06-09T20:15:02","guid":{"rendered":"https:\/\/infernews.com\/blog\/benchmarking-and-improving-instruction-following-abilities-for-omni-video-captio\/"},"modified":"2026-06-10T04:15:02","modified_gmt":"2026-06-09T20:15:02","slug":"benchmarking-and-improving-instruction-following-abilities-for-omni-video-captio","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/benchmarking-and-improving-instruction-following-abilities-for-omni-video-captio\/","title":{"rendered":"OmniCap-IF\uff1a\u8b93\u5f71\u7247\u63cf\u8ff0\u6a21\u578b\u807d\u61c2\u4f60\u7684\u683c\u5f0f\u8981\u6c42"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/pasted-a53d411cb561.jpg\" alt=\"OmniCap-IF evaluation framework\"><\/figure>\n<p>\u73fe\u6642\u4e0d\u5c11\u591a\u6a21\u614b\u6a21\u578b\u53ef\u4ee5\u70ba\u5f71\u7247\u81ea\u52d5\u751f\u6210\u5b57\u5e55\u6216\u63cf\u8ff0\uff0c\u4f46\u7576\u7528\u6236\u8981\u6c42\u300c\u7528 Markdown \u8868\u683c\u6574\u7406\u6642\u9593\u9ede\u300d\u6216\u300c\u7279\u5225\u63d0\u53ca\u80cc\u666f\u97f3\u6a02\u300d\u7b49\u5177\u9ad4\u6307\u793a\u6642\uff0c\u6a21\u578b\u5f80\u5f80\u53ea\u8f38\u51fa\u4e00\u822c\u5316\u6587\u5b57\u3002<strong>OmniCap-IF<\/strong> \u6b63\u6b63\u91dd\u5c0d\u9019\u500b\u843d\u5dee\uff0c\u7814\u7a76\u6a21\u578b\u80fd\u5426\u5728\u7406\u89e3\u756b\u9762\u8207\u8072\u97f3\u4e4b\u9918\uff0c\u4ea6\u56b4\u683c\u8ddf\u96a8\u7528\u6236\u6307\u5b9a\u7684\u7d50\u69cb\u3001\u98a8\u683c\u3001\u6642\u9593\u3001\u8996\u89ba\u3001\u97f3\u8a0a\u8207\u97f3\u8996\u89ba\u7b49\u591a\u91cd\u9650\u5236\u3002<\/p>\n<p>\u9019\u500b\u9805\u76ee\u7531\u5357\u4eac\u5927\u5b78 NJU-LINK \u5718\u968a\u8207\u5feb\u624b Kling \u5718\u968a\u5408\u4f5c\u63a8\u51fa\uff0c\u5305\u542b\u4e09\u90e8\u5206\uff1a\u7528\u4f5c\u8a55\u4f30\u7684 <strong>OmniCap-IF Benchmark<\/strong>\u3001\u7528\u4f5c\u8a13\u7df4\u7684 <strong>OmniCap-IF-54K \u6578\u64da\u96c6<\/strong>\uff0c\u4ee5\u53ca\u4ee5\u6b64\u5fae\u8abf\u51fa\u4f86\u7684 <strong>OmniCaptioner-IF<\/strong> \u6a21\u578b\u7cfb\u5217\u3002\u57fa\u6e96\u6db5\u84cb 480 \u6bb5\u5f71\u7247\u5171 1,920 \u689d\u6a23\u672c\uff0c\u6a6b\u8de8 50 \u7a2e\u7d04\u675f\u985e\u578b\uff0c\u5e73\u5747\u7247\u9577\u7d04 54.6 \u79d2\uff0c\u4e26\u4ee5\u6e05\u55ae\u5f0f\u8a55\u5206\u6a5f\u5236\u540c\u6642\u6aa2\u67e5\u683c\u5f0f\u8207\u5167\u5bb9\u3002<\/p>\n<p>\u5c0d\u7814\u767c\u4eba\u54e1\u800c\u8a00\uff0c\u6700\u76f4\u63a5\u7684\u505a\u6cd5\u662f\u900f\u904e Hugging Face \u4e0b\u8f09\u9810\u8a13\u7df4\u6a21\u578b\uff08\u63d0\u4f9b 3B \u8207 7B \u5169\u500b\u7248\u672c\uff09\uff0c\u518d\u4ee5 Python \u8f09\u5165\u5f71\u7247\u4e26\u8f38\u5165\u5e36\u6709\u683c\u5f0f\u8981\u6c42\u7684\u6307\u4ee4\u3002\u6a21\u578b\u6703\u6839\u64da\u6307\u4ee4\u7522\u751f\u76f8\u61c9\u7684\u5f71\u7247\u63cf\u8ff0\uff0c\u7814\u7a76\u8005\u4fbf\u53ef\u8207\u57fa\u6e96\u7d50\u679c\u6bd4\u8f03\uff0c\u5224\u65b7\u81ea\u5bb6\u7cfb\u7d71\u5728\u6307\u4ee4\u9075\u5f9e\u5ea6\u4e0a\u7684\u5f37\u5f31\u3002<\/p>\n<p><strong>\u9019\u500b\u9805\u76ee\u7684\u5275\u65b0\u4e4b\u8655\u5728\u65bc\u96d9\u8ecc\u8a55\u5206\u6a5f\u5236<\/strong>\uff1a\u4e00\u65b9\u9762\u9a57\u8b49\u8f38\u51fa\u662f\u5426\u7b26\u5408\u7d50\u69cb\u898f\u5b9a\uff08\u4f8b\u5982\u6bb5\u843d\u3001\u8868\u683c\u3001\u6642\u9593\u6233\uff09\uff0c\u53e6\u4e00\u65b9\u9762\u628a\u5167\u5bb9\u62c6\u6210\u8996\u89ba\u3001\u97f3\u8a0a\u8207\u97f3\u8996\u89ba\u4e09\u500b\u7dad\u5ea6\u9010\u4e00\u6838\u5c0d\uff0c\u4e26\u52a0\u5165\u6642\u9593\u5b9a\u4f4d\u3002\u9019\u7a2e\u300c\u5206\u9805\u6253\u5206\u300d\u6bd4\u55ae\u7d14\u7684\u6574\u9ad4\u76f8\u4f3c\u5ea6\u66f4\u80fd\u8a3a\u65b7\u6a21\u578b\u5931\u8aa4\u7684\u4f4d\u7f6e\u3002\u914d\u5957\u7684 54K \u8a13\u7df4\u96c6\u4ea6\u63a1\u7528\u4e86\u300c\u5167\u5bb9\u8207\u683c\u5f0f\u5206\u96e2\u751f\u6210\u300d\u7684\u7b56\u7565\uff0c\u4ee4\u6a21\u578b\u5728\u8907\u96dc\u683c\u5f0f\u4e0b\u4ecd\u80fd\u4fdd\u6301\u5167\u5bb9\u6e96\u78ba\u3002<\/p>\n<p>\u9069\u5408\u5f9e\u4e8b\u5f71\u7247\u7406\u89e3\u3001\u5b57\u5e55\u751f\u6210\u3001\u5167\u5bb9\u5be9\u6838\u6216\u9700\u8981\u53ef\u63a7 AI \u8f38\u51fa\u7684\u5718\u968a\u3002<\/p>\n<p>\u91cd\u9ede\u6458\u8981\uff1a<\/p>\n<ul>\n<li><strong>OmniCap-IF Benchmark<\/strong>\uff1a1,920 \u689d\u6a23\u672c\u300150 \u7a2e\u7d04\u675f\u7684\u5f71\u7247\u63cf\u8ff0\u6307\u4ee4\u9075\u5f9e\u8a55\u4f30\u57fa\u6e96\u3002<\/li>\n<li><strong>OmniCap-IF-54K<\/strong>\uff1a54,000 \u689d\u5f71\u7247\u2014\u6307\u4ee4\u2014\u56de\u61c9\u4e09\u5143\u7d44\u7684\u8a13\u7df4\u6578\u64da\u96c6\u3002<\/li>\n<li><strong>OmniCaptioner-IF<\/strong>\uff1a3B \u8207 7B \u5169\u6b3e\u6a21\u578b\uff0c\u53ef\u5f9e Hugging Face \u76f4\u63a5\u4e0b\u8f09\u3002<\/li>\n<li><strong>\u96d9\u8ecc\u8a55\u5206\u6a5f\u5236<\/strong>\uff1a\u5206\u958b\u6aa2\u67e5\u7d50\u69cb\u683c\u5f0f\u8207\u8996\u89ba\uff0f\u97f3\u8a0a\uff0f\u97f3\u8996\u89ba\u5167\u5bb9\u3002<\/li>\n<li><strong>\u6642\u9593\u5b9a\u4f4d\u80fd\u529b<\/strong>\uff1a\u628a\u6642\u9593\u6233\u6e96\u78ba\u5ea6\u7d0d\u5165\u8a55\u5206\uff0c\u652f\u63f4\u9700\u8981\u6642\u5e8f\u5206\u6790\u7684\u61c9\u7528\u3002<\/li>\n<\/ul>\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/NJU-LINK\/omnicap-if\" rel=\"noopener noreferrer\">https:\/\/github.com\/NJU-LINK\/omnicap-if<\/a><\/p>\n<p><strong>\u9805\u76ee\uff1a<\/strong> <a href=\"https:\/\/nju-link.github.io\/OmniCap-IF\/\" rel=\"noopener noreferrer\">https:\/\/nju-link.github.io\/OmniCap-IF\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u500b\u9805\u76ee\u63d0\u4f9b\u5168\u65b0\u57fa\u6e96\u8207\u6a21\u578b\uff0c\u5c08\u9580\u6e2c\u8a66\u5f71\u7247\u63cf\u8ff0\u80fd\u5426\u540c\u6642\u9075\u5b88\u8907\u96dc\u7684\u683c\u5f0f\u8207\u5167\u5bb9\u6307\u4ee4\uff0c\u4e26\u958b\u6e90\u6578\u64da\u96c6\u5354\u52a9\u6539\u9032\u3002<\/p>\n","protected":false},"author":8,"featured_media":8995,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,149,197],"tags":[],"class_list":["post-8996","post","type-post","status-publish","format-standard","hentry","category-133","category-149","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8996","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8996"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8996\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8995"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8996"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8996"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8996"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}