{"id":6846,"date":"2025-06-06T05:39:00","date_gmt":"2025-06-05T20:39:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6846"},"modified":"2025-06-01T10:41:16","modified_gmt":"2025-06-01T01:41:16","slug":"point-rft-improving-multimodal-reasoning-with-visually-grounded-reinforcement-finetuning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6846","title":{"rendered":"Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning\u00a0<\/strong>[122.8]<br>\u6211\u3005\u306f\u3001\u8996\u899a\u7684\u6587\u66f8\u7406\u89e3\u306e\u305f\u3081\u306b\u3001\u8996\u899a\u7684\u306b\u57fa\u5e95\u4ed8\u3051\u3089\u308c\u305fCoT\u63a8\u8ad6\u3092\u5229\u7528\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bPoint-RFT\u3092\u7d39\u4ecb\u3057\u305f\u3002 \u63d0\u6848\u624b\u6cd5\u306f2\u3064\u306e\u6bb5\u968e\u304b\u3089\u69cb\u6210\u3055\u308c\u308b: \u307e\u305a\u300171K\u306e\u591a\u69d8\u306a\u8996\u899a\u7684\u63a8\u8ad6\u554f\u984c\u304b\u3089\u306a\u308b\u30ad\u30e5\u30ec\u30fc\u30c8\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u5fae\u8abf\u6574\u3092\u884c\u3044\u3001\u305d\u308c\u305e\u308c\u304c\u5bfe\u5fdc\u3059\u308b\u8996\u899a\u7684\u8981\u7d20\u306b\u660e\u793a\u7684\u306b\u57fa\u3065\u3044\u305f\u8a73\u7d30\u306a\u30b9\u30c6\u30c3\u30d7\u30fb\u30d0\u30a4\u30fb\u30b9\u30c6\u30c3\u30d7\u306e\u5408\u7406\u6027\u3067\u30a2\u30ce\u30c6\u30fc\u30c8\u3059\u308b\u3002 ChartQA\u3067\u306f,\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9CoT\u306e\u307f\u306b\u4f9d\u5b58\u3057\u305f\u5f37\u5316\u5fae\u8abf\u6574\u306b\u3088\u308b\u7cbe\u5ea683.92%\u3092\u8d85\u3048,\u7cbe\u5ea6\u309270.88%(\u8a00\u8a9e\u5fae\u7d30\u5316\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3)\u304b\u308990.04%\u306b\u5411\u4e0a\u3055\u305b\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2505.19702v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2505.19702v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 26 May 2025 08:54:14 GMT)<\/li>\n\n\n\n<li>MLLM\u306b\u5bfe\u3059\u308bPost training\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306aLRM\u5316\u306b\u3064\u306a\u304c\u308b\u6210\u679c<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[251,576],"class_list":["post-6846","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mllm","tag-576"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6846","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6846"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6846\/revisions"}],"predecessor-version":[{"id":6847,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6846\/revisions\/6847"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6846"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6846"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}