{"id":7803,"date":"2025-11-24T05:07:00","date_gmt":"2025-11-23T20:07:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7803"},"modified":"2025-11-23T08:12:42","modified_gmt":"2025-11-22T23:12:42","slug":"weave-unleashing-and-benchmarking-the-in-context-interleaved-comprehension-and-generation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7803","title":{"rendered":"WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation\u00a0<\/strong>[98.5]<br>We present WEAVE, the first suite for in-context interleaved cross-modality comprehension and generation\u3002 WeAVE-100k\u306f\u3001370K\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30bf\u30fc\u30f3\u3068500K\u30a4\u30e1\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b100K\u306e\u30a4\u30f3\u30bf\u30fc\u30ea\u30fc\u30d6\u30b5\u30f3\u30d7\u30eb\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308b\u3002 WeAVEBench\u306f480\u306e\u753b\u50cf\u306b\u57fa\u3065\u3044\u305f100\u306e\u30bf\u30b9\u30af\u3092\u5099\u3048\u305f\u4eba\u624b\u306b\u3088\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2511.11434v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2511.11434v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 14 Nov 2025 16:02:38 GMT)<\/li>\n\n\n\n<li>\u300cWEAVE- 100k is a large-scale dataset of 100K interleaved samples spanning over 370K dialogue turns and 500K images, covering comprehension, editing, and generation tasks that require reasoning over historical context.\u300d\u3068\u30de\u30eb\u30c1\u30bf\u30fc\u30f3\u306a\u751f\u6210\u306b\u95a2\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3001\u8a55\u4fa1\u65b9\u6cd5\u306f\u300cwe employ a key-point- based scoring approach using structured evaluation criteria.\u300d<\/li>\n\n\n\n<li>\uff08\u6700\u65b0\u7248\u3067\u306f\u306a\u3044\u3088\u3046\u3060\u304c\uff09NanoBanana\u306e\u30b9\u30b3\u30a2\u304c\u3068\u3066\u3082\u9ad8\u3044\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/weichow23.github.io\/weave\/\">Weave<\/a><\/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":[517],"class_list":["post-7803","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7803","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=7803"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7803\/revisions"}],"predecessor-version":[{"id":7804,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7803\/revisions\/7804"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}