{"id":9355,"date":"2026-06-18T07:17:43","date_gmt":"2026-06-17T23:17:43","guid":{"rendered":"https:\/\/infernews.com\/blog\/dataset\/"},"modified":"2026-06-18T07:22:59","modified_gmt":"2026-06-17T23:22:59","slug":"dataset","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/dataset\/","title":{"rendered":"Dataset\uff1aEgoCS-400K \u88dc\u8db3\u904a\u6232\u4e16\u754c\u6a21\u578b\u6578\u64da\u7f3a\u53e3"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/egocs-teaser.jpg\" alt=\"EgoCS-400K dataset overview\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u505a\u6cd5\u591a\u6578\u4f9d\u8cf4 captioned videos\u3001\u6a5f\u68b0\u4eba\u6578\u64da\uff0c\u6216\u6a21\u64ec\u5668\u8ecc\u8de1\u4f86\u8a13\u7df4 World Models\uff0c\u4f46\u524d\u8005\u7f3a\u5c11\u53ef\u57f7\u884c\u52d5\u4f5c\u8207\u53ef\u9760\u72c0\u614b\uff0c\u5f8c\u8005\u53c8\u5e38\u53d7\u6210\u672c\u3001\u5834\u666f\u898f\u6a21\u6216\u771f\u4eba\u4e92\u52d5\u4e0d\u8db3\u9650\u5236\u3002EgoCS-400K \u5c31\u662f\u91dd\u5c0d\u9019\u500b\u7f3a\u53e3\u800c\u8a2d\u7684 Dataset \u6578\u64da\u96c6\uff0c\u7528\u516c\u958b\u7684 Counter-Strike \/ CS2 demo \u91cd\u5efa\u7b2c\u4e00\u8eab\u8996\u89d2\uff0c\u5c07\u5f71\u7247\u3001\u63a7\u5236\u8f38\u5165\u3001\u904a\u6232\u72c0\u614b\u8207\u8a9e\u8a00\u63cf\u8ff0\u540c\u6b65\u6574\u7406\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u6700\u6838\u5fc3\u7684\u50f9\u503c\uff0c\u4e0d\u53ea\u662f\u300c\u6709\u5f88\u591a\u5f71\u7247\u300d\uff0c\u800c\u662f\u628a replay-grounded \u8cc7\u6599\u505a\u5230 tick-level telemetry \u5c0d\u9f4a\u3002\u8cc7\u6599\u540c\u6642\u5305\u542b keyboard\/mouse inputs\u3001atomic actions\u3001protected action chains\u3001DP-based temporal segments\uff0c\u4ee5\u53ca multi-grained video-language captions\uff0c\u4ee4\u6a21\u578b\u4e0d\u53ea\u770b\u5230\u756b\u9762\uff0c\u9084\u80fd\u8ffd\u8e64\u73a9\u5bb6\u7576\u4e0b\u505a\u4e86\u751a\u9ebc\u3001\u70ba\u4f55\u756b\u9762\u6703\u8b8a\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u8cc7\u6599\u986f\u793a\uff0c\u5b83\u6db5\u84cb\u8d85\u904e 400,000 \u6bb5 first-person videos\u300110,000 \u5c0f\u6642\u4ee5\u4e0a gameplay\u30011,000 \u591a\u5834\u6bd4\u8cfd\u300140,000 rounds\u300113 \u5f35\u5730\u5716\uff0c\u898f\u6a21\u76f8\u7576\u5927\u3002\u5b83\u652f\u63f4\u7684\u4efb\u52d9\u4ea6\u5f88\u660e\u78ba\uff0c\u5305\u62ec action-conditioned future prediction\u3001state- and event-aware scene rollout\u3001replay-grounded captioning\uff0c\u4ee5\u53ca agent egocentric action understanding\u3002 <\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/infernews.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/EgoCS-400K.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u4e86\u89e3\u5167\u5bb9\uff0c\u53ef\u5148\u7528\u516c\u958b viewer \u76f4\u63a5\u67e5\u770b\u6a23\u672c\uff0c\u518d\u6309\u9700\u8981\u8655\u7406\u5f71\u7247\uff1b\u82e5\u8981\u751f\u6210 VLM captions\uff0c\u624d\u9700\u8981 API key\u3002\u8f03\u9069\u5408\u7814\u7a76 World Models\u3001Gaming Agent\u3001Computer-use agents\uff08CUAs\uff09\u76f8\u9130\u65b9\u5411\u3001\u5f71\u7247\u7406\u89e3\uff0c\u6216\u60f3\u7814\u7a76\u4eba\u985e\u6c7a\u7b56\u8207\u8996\u89d2\u8b8a\u5316\u5982\u4f55\u9023\u52d5\u7684\u958b\u767c\u8005\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u985e\u578b\u5c6c\u65bc <strong>Dataset \u6578\u64da\u96c6<\/strong>\uff0c\u4e3b\u8981\u89e3\u6c7a\u4e92\u52d5\u5f0f World Models \u7f3a\u4e4f\u9ad8\u8cea\u7d20\u300c\u5f71\u7247-\u52d5\u4f5c-\u72c0\u614b-\u8a9e\u8a00\u300d\u5c0d\u9f4a\u8cc7\u6599\u7684\u554f\u984c<\/li>\n\n\n\n<li>\u820a\u7bc4\u5f0f\u4f9d\u8cf4 web video\u3001robotics data \u6216 simulator traces\uff0c\u5404\u81ea\u6b20\u7f3a\u72c0\u614b\u3001\u898f\u6a21\u6216\u771f\u4eba\u8ecc\u8de1<\/li>\n\n\n\n<li>\u8fa8\u8b58\u5ea6\u6700\u9ad8\u7684\u8a2d\u8a08\uff0c\u662f replay-grounded\u3001tick-level telemetry \u8207\u591a\u7c92\u5ea6\u6a19\u8a3b\u653e\u5728\u540c\u4e00\u689d\u6642\u9593\u7dda<\/li>\n\n\n\n<li>\u9069\u5408\u505a\u672a\u4f86\u756b\u9762\u9810\u6e2c\u3001\u4e8b\u4ef6\u611f\u77e5\u751f\u6210\u3001\u7b2c\u4e00\u8eab\u52d5\u4f5c\u7406\u89e3\u8207 captioning \u7814\u7a76<\/li>\n\n\n\n<li>\u76f8\u95dc\u65b9\u5411\u8207\u6a21\u578b\u5305\u62ec World Models\u3001vision-language-action models\u3001video generation models\u3001Gaming Agent<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u53ea\u60f3\u627e\u4e00\u822c\u904a\u6232\u5f71\u7247\u6578\u64da\uff0cEgoCS-400K \u53ef\u80fd\u986f\u5f97\u504f\u7814\u7a76\u578b\uff1b\u4f46\u82e5\u4f60\u5728\u610f\u52d5\u4f5c\u5982\u4f55\u9a45\u52d5\u756b\u9762\u8207\u4e8b\u4ef6\uff0c\u9019\u500b\u9805\u76ee\u7684\u8cc7\u6599\u7d50\u69cb\u660e\u986f\u6bd4\u666e\u901a\u5f71\u7247\u5eab\u66f4\u6709\u5206\u6790\u50f9\u503c\u3002\u5b83\u672a\u5fc5\u76f4\u63a5\u7b49\u65bc\u5b8c\u6574\u8a13\u7df4\u65b9\u6848\uff0c\u4f46\u4f5c\u70ba\u9ad8\u5c0d\u9f4a\u3001\u9ad8\u6642\u9593\u89e3\u6790\u5ea6\u7684\u57fa\u790e\u6578\u64da\uff0c\u5b9a\u4f4d\u76f8\u7576\u6e05\u6670\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/EgoCS-400K\/Dataset\" rel=\"noopener noreferrer\">https:\/\/github.com\/EgoCS-400K\/Dataset<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2606.18180\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2606.18180<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u662f\u4e00\u500b\u70ba World Models \u6e96\u5099\u7684\u5927\u578b\u7b2c\u4e00\u8eab\u904a\u6232\u6578\u64da\u96c6\uff0c\u91cd\u9ede\u662f\u628a\u5f71\u7247\u3001\u64cd\u4f5c\u3001\u72c0\u614b\u8207\u6587\u5b57\u63cf\u8ff0\u5c0d\u9f4a\u3002<\/p>\n","protected":false},"author":8,"featured_media":9354,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,116,137,31,158,174,119,150,127,184,186,192,199],"tags":[],"class_list":["post-9355","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-api","category-video","category-ide","category-174","category-119","category-150","category-127","category-robotic","category-186","category-192","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9355","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=9355"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9355\/revisions"}],"predecessor-version":[{"id":9359,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9355\/revisions\/9359"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9354"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9355"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9355"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9355"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}