{"id":7788,"date":"2025-11-18T06:28:00","date_gmt":"2025-11-17T21:28:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7788"},"modified":"2025-11-15T20:30:31","modified_gmt":"2025-11-15T11:30:31","slug":"monkeyocr-v1-5-technical-report-unlocking-robust-document-parsing-for-complex-patterns","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7788","title":{"rendered":"MonkeyOCR v1.5 Technical Report: Unlocking Robust Document Parsing for Complex Patterns"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MonkeyOCR v1.5 Technical Report: Unlocking Robust Document Parsing for Complex Patterns\u00a0<\/strong>[80.1]<br>MonkeyOCR v1.5\u306f\u30012\u6bb5\u968e\u306e\u89e3\u6790\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u901a\u3058\u3066\u30ec\u30a4\u30a2\u30a6\u30c8\u7406\u89e3\u3068\u30b3\u30f3\u30c6\u30f3\u30c4\u8a8d\u8b58\u306e\u4e21\u65b9\u3092\u5f37\u5316\u3059\u308b\u3001\u7d71\u4e00\u3055\u308c\u305f\u30d3\u30b8\u30e7\u30f3\u8a00\u8a9e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u8907\u96d1\u306a\u30c6\u30fc\u30d6\u30eb\u69cb\u9020\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b,\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u30fb\u30a2\u30f3\u30c9\u30fb\u30b3\u30f3\u30da\u30a2\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u306b\u3088\u308b\u8a8d\u8b58\u54c1\u8cea\u306e\u8a55\u4fa1\u3092\u884c\u3046\u8996\u899a\u7684\u4e00\u8cab\u6027\u306b\u57fa\u3065\u304f\u5f37\u5316\u5b66\u7fd2\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u7d44\u8fbc\u307f\u753b\u50cf\u3092\u542b\u3080\u30c6\u30fc\u30d6\u30eb\u306e\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u89e3\u6790\u3068\u3001\u30da\u30fc\u30b8\u3084\u5217\u3092\u6a2a\u65ad\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u306e\u518d\u69cb\u7bc9\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306b\u30012\u3064\u306e\u7279\u5225\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3001Image-Decoupled Table Parsing\u3068Type-Guided Table Merging\u304c\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2511.10390v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2511.10390v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 14 Nov 2025 01:48:44 GMT)<\/li>\n\n\n\n<li>MonkeyOCR\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3001\u300cComprehensive experiments on OmniDocBench v1.5 demonstrate that MonkeyOCR v1.5 achieves state-of-the-art performance, outperforming PPOCR-VL and MinerU 2.5 while showing exceptional robustness in visually complex document scenarios.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Yuliang-Liu\/MonkeyOCR\">GitHub &#8211; Yuliang-Liu\/MonkeyOCR: A lightweight LMM-based Document Parsing Model<\/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":[117,285],"class_list":["post-7788","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-document-understanding","tag-ocr"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7788","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=7788"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7788\/revisions"}],"predecessor-version":[{"id":7789,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7788\/revisions\/7789"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7788"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7788"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7788"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}