{"id":4772,"date":"2024-04-30T05:32:00","date_gmt":"2024-04-29T20:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4772"},"modified":"2024-04-30T05:32:00","modified_gmt":"2024-04-29T20:32:00","slug":"automated-evaluation-of-large-vision-language-models-on-self-driving-corner-cases","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4772","title":{"rendered":"Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases\u00a0<\/strong>[102.1]<br>CODA-LM\u306f\u3001\u81ea\u52d5\u904b\u8ee2\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u30d3\u30b8\u30e7\u30f3\u8a00\u8a9e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u89e3\u91c8\u53ef\u80fd\u306a\u81ea\u52d5\u904b\u8ee2\u306e\u305f\u3081\u306eLVLM\u306e\u3001\u6700\u521d\u306e\u81ea\u52d5\u7684\u304a\u3088\u3073\u5b9a\u91cf\u7684\u8a55\u4fa1\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2404.10595v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2404.10595v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 16 Apr 2024 14:20:55 GMT)<\/li>\n\n\n\n<li>\u81ea\u52d5\u904b\u8ee2\u306e\u305f\u3081\u306eLarge Vision-Language Models\u306e\u8a55\u4fa1\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u300c\u00a0even the closed-sourced commercial LVLMs like GPT-4V cannot deal with road corner cases well, suggesting that we are still far from a strong LVLM-powered intelligent driving agent\u300d\u3068\u306e\u3053\u3068\u3002\u3002\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/coda-dataset.github.io\/coda-lm\/\">CODA-LM: Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases (coda-dataset.github.io)<\/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":[452,491,517,631],"class_list":["post-4772","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-xai","tag-491","tag-517","tag-631"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4772","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=4772"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4772\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}