{"id":7239,"date":"2025-08-06T04:35:00","date_gmt":"2025-08-05T19:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7239"},"modified":"2025-08-03T16:49:09","modified_gmt":"2025-08-03T07:49:09","slug":"text2vis-a-challenging-and-diverse-benchmark-for-generating-multimodal-visualizations-from-text","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7239","title":{"rendered":"Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text\u00a0<\/strong>[30.7]<br>\u30c6\u30ad\u30b9\u30c8\u30fb\u30c4\u30fc\u30fb\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bText2Vis\u3092\u7d39\u4ecb\u3059\u308b\u3002 1,985\u306e\u30b5\u30f3\u30d7\u30eb\u304b\u3089\u306a\u308a\u3001\u305d\u308c\u305e\u308c\u306b\u30c7\u30fc\u30bf\u30c6\u30fc\u30d6\u30eb\u3001\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\u3001\u77ed\u3044\u56de\u7b54\u3001\u8996\u899a\u5316\u30b3\u30fc\u30c9\u3001\u6ce8\u91c8\u4ed8\u304d\u30c1\u30e3\u30fc\u30c8\u304c\u3042\u308b\u3002 \u3053\u308c\u306f\u5927\u304d\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30ae\u30e3\u30c3\u30d7\u3092\u660e\u3089\u304b\u306b\u3057\u3001\u91cd\u8981\u306a\u8ab2\u984c\u3092\u5f37\u8abf\u3057\u3001\u5c06\u6765\u306e\u9032\u6b69\u306b\u5bfe\u3059\u308b\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.19969v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.19969v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 26 Jul 2025 14:59:04 GMT)<\/li>\n\n\n\n<li>\u300cWe introduce Text2Vis, a benchmark for evaluating LLMs in text-to-visualization tasks, featuring diverse datasets and over 20 chart types to support complex queries involving multi-step reasoning, retrieval, multi-chart generation, and conversations.\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002Agentic\u306a\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u6027\u80fd\u304c\u5411\u4e0a\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/vis-nlp\/Text2Vis\">vis-nlp\/Text2Vis<\/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":[691,517],"class_list":["post-7239","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-visualization","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7239","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=7239"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7239\/revisions"}],"predecessor-version":[{"id":7240,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7239\/revisions\/7240"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}