{"id":6973,"date":"2025-07-03T05:27:00","date_gmt":"2025-07-02T20:27:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6973"},"modified":"2025-06-22T09:35:58","modified_gmt":"2025-06-22T00:35:58","slug":"multifinben-a-multilingual-multimodal-and-difficulty-aware-benchmark-for-financial-llm-evaluation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6973","title":{"rendered":"MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation\u00a0<\/strong>[89.7]<br>MultiFinBen\u306f\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u30d5\u30a1\u30a4\u30ca\u30f3\u30b7\u30e3\u30eb\u30c9\u30e1\u30a4\u30f3\u306b\u5408\u308f\u305b\u305f\u6700\u521d\u306e\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u304a\u3088\u3073\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u6211\u3005\u306f,\u6700\u521d\u306eOCR\u7d44\u307f\u8fbc\u307f\u8ca1\u52d9QA\u30bf\u30b9\u30af\u3067\u3042\u308b EnglishOCR \u3068 SpanishOCR \u306e2\u3064\u306e\u65b0\u3057\u3044\u30bf\u30b9\u30af\u3092\u7d39\u4ecb\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u52d5\u7684\u3067\u96e3\u6613\u5ea6\u306e\u9ad8\u3044\u9078\u629e\u6a5f\u69cb\u3092\u63d0\u6848\u3057,\u30b3\u30f3\u30d1\u30af\u30c8\u3067\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u30ad\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.14028v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.14028v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 16 Jun 2025 22:01:49 GMT)<\/li>\n\n\n\n<li>\u91d1\u878d\u30c9\u30e1\u30a4\u30f3\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u3001\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u65e5\u672c\u8a9e\u30c7\u30fc\u30bf\u3082\u542b\u307e\u308c\u3066\u3044\u308b\u3088\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/xueqingpeng\/MultiFinBen\">GitHub &#8211; xueqingpeng\/MultiFinBen<\/a>\u3001\u30c7\u30fc\u30bf\u306fHuggingFace\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\uff08<a href=\"https:\/\/huggingface.co\/datasets\/TheFinAI\/PolyFiQA-Easy\">TheFinAI\/PolyFiQA-Easy \u00b7 Datasets at Hugging Face<\/a>\u306a\u3069\uff09<\/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":[267,517,524,665],"class_list":["post-6973","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-multilingual","tag-517","tag-524","tag-665"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6973","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=6973"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6973\/revisions"}],"predecessor-version":[{"id":6974,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6973\/revisions\/6974"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6973"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6973"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}