{"id":13487,"date":"2026-10-17T00:26:09","date_gmt":"2026-10-16T16:26:09","guid":{"rendered":"https:\/\/infernews.com\/blog\/deltastreamer\/"},"modified":"2026-10-17T00:27:17","modified_gmt":"2026-10-16T16:27:17","slug":"deltastreamer","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/deltastreamer\/","title":{"rendered":"DeltaStreamer \u8b93\u4e32\u6d41\u5f71\u7247\u53ef\u4ee5\u56de\u770b\u518d\u4f5c\u7b54"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/DeltaStreamer.jpg\" alt=\"DeltaStreamer\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f71\u7247\u4e00\u8def\u64ad\u653e\uff0c\u554f\u984c\u537b\u53ef\u80fd\u5728\u95dc\u9375\u756b\u9762\u6d88\u5931\u5f8c\u624d\u51fa\u73fe\uff1bDeltaStreamer \u5c6c\u65bc agentic framework\uff0c\u8655\u7406\u4e32\u6d41\u5f71\u7247\u7406\u89e3\u4e2d\u300c\u8a18\u4f4f\u751a\u9ebc\u3001\u4f55\u6642\u56de\u67e5\u300d\u7684\u96e3\u984c\u3002\u5b83\u4ee5 change-aware memory \u4fdd\u5b58\u8b8a\u5316\uff0c\u518d\u914d\u5408 query-driven planning \u548c targeted visual replay\uff0c\u8b93\u7cfb\u7d71\u6309\u554f\u984c\u91cd\u65b0\u6aa2\u67e5\u76f8\u95dc\u7247\u6bb5\uff0c\u800c\u4e0d\u662f\u53ea\u4f9d\u8cf4\u7576\u6642\u7559\u4e0b\u7684\u6587\u5b57\u63cf\u8ff0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u76f4\u64ad\u554f\u7b54\u3001\u5f71\u7247\u76e3\u5bdf\u548c\u4e92\u52d5\u52a9\u624b\u800c\u8a00\uff0c\u9019\u500b\u6d41\u7a0b\u6bd4\u55ae\u7d14\u7d2f\u7a4d\u9577\u7bc7\u6458\u8981\u66f4\u9069\u5408\u8655\u7406\u5f8c\u4f86\u624d\u63d0\u51fa\u7684\u554f\u984c\u3002\u9805\u76ee\u4ea6\u63d0\u4f9b AI-Tongdan \u4f5c\u70ba\u61c9\u7528\u4f8b\u5b50\uff0c\u652f\u63f4\u6301\u7e8c\u89c0\u5bdf\u3001\u4e0a\u4e0b\u6587\u554f\u7b54\u548c\u5f48\u5e55\u5efa\u8b70\uff1b\u4e0d\u904e\u5b83\u662f\u6846\u67b6\uff0c\u4e0d\u662f\u7368\u7acb\u7684\u65b0\u57fa\u790e\u6a21\u578b\uff0c\u6240\u7528\u6a21\u578b\u8207\u63a8\u7406\u914d\u7f6e\u4ecd\u8981\u6309\u5132\u5b58\u5eab\u5167\u5bb9\u81ea\u884c\u6838\u5c0d\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/cdn-uploads.huggingface.co\\\/production\\\/uploads\\\/66ef2611fcc1c455f8dce832\\\/vDMmmf6nJx2uB1wCL-qjb.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;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&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\">OVO-Bench \u4e2d\uff0cDeltaStreamer \u7684 overall score \u70ba 66.07\uff0cReal-Time\u3001Backward \u53ca Forward \u5206\u6578\u5206\u5225\u70ba 72.23\u300167.72 \u548c 58.25\u3002\u5b83\u9ad8\u65bc\u5217\u51fa\u7684\u5168\u958b\u6e90 online MLLMs \u8207 video agents \u591a\u500b\u7d50\u679c\uff0c\u4f46\u4ecd\u4f4e\u65bc Gemini 3 Flash \u7684 64.02 \u55ce? [sic]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/bbbbchan.github.io\/DeltaStreamer\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/BBBBchan\/DeltaStreamer\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f71\u7247\u64ad\u653e\u904e\u5f8c\u4ecd\u53ef\u8ffd\u67e5\u95dc\u9375\u7d30\u7bc0\uff0cDeltaStreamer \u4ee5\u8a18\u61b6\u3001\u898f\u5283\u548c\u8996\u89ba\u56de\u653e\u4e32\u8d77\u4e32\u6d41\u7406\u89e3\u6d41\u7a0b\u3002<\/p>\n","protected":false},"author":8,"featured_media":13486,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,176,116,162,76,119,185,31,197,150],"tags":[],"class_list":["post-13487","post","type-post","status-publish","format-standard","hentry","category-133","category-176","category-agentic","category-ai-productions","category-76","category-119","category-qwen","category-video","category-framework","category-150"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13487","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=13487"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13487\/revisions"}],"predecessor-version":[{"id":13490,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13487\/revisions\/13490"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13486"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}