{"id":31922,"date":"2025-06-12T08:14:50","date_gmt":"2025-06-12T00:14:50","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=31922"},"modified":"2025-06-30T08:16:03","modified_gmt":"2025-06-30T00:16:03","slug":"meta-fabu-v-jepa-2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/meta-fabu-v-jepa-2\/","title":{"rendered":"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b"},"content":{"rendered":"<p><a href=\"https:\/\/www.kdjingpai.com\/de\/meta-ai\/\">Meta AI<\/a> \u4e8e 6 \u6708 11 \u65e5\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u7684\u4e16\u754c\u6a21\u578b V-JEPA 2 (Video Joint Embedding Predictive Architecture 2)\u3002\u8be5\u6a21\u578b\u5728\u7269\u7406\u4e16\u754c\u7684\u89c6\u89c9\u7406\u89e3\u548c\u9884\u6d4b\u65b9\u9762\u53d6\u5f97\u4e86\u5f53\u524d\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u5e76\u80fd\u7528\u4e8e\u673a\u5668\u4eba\u201c\u96f6\u6837\u672c\u201d\uff08zero-shot\uff09\u89c4\u5212\uff0c\u4f7f\u5176\u5728\u964c\u751f\u73af\u5883\u4e2d\u4e0e\u672a\u77e5\u7269\u4f53\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n<p>\u4e0e\u6a21\u578b\u4e00\u540c\u53d1\u5e03\u7684\u8fd8\u6709\u4e09\u4e2a\u5168\u65b0\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u65e8\u5728\u66f4\u51c6\u786e\u5730\u8bc4\u4f30\u73b0\u6709\u6a21\u578b\u5bf9\u7269\u7406\u4e16\u754c\u7684\u63a8\u7406\u80fd\u529b\u3002\u6b64\u4e3e\u4e0d\u4ec5\u662f Meta \u5728\u5b9e\u73b0\u9ad8\u7ea7\u673a\u5668\u667a\u80fd (AMI) \u9053\u8def\u4e0a\u7684\u53c8\u4e00\u6b65\uff0c\u4e5f\u4e3a\u6574\u4e2a\u884c\u4e1a\u63d0\u4f9b\u4e86\u8861\u91cf AI \u7269\u7406\u4e16\u754c\u4ea4\u4e92\u80fd\u529b\u7684\u65b0\u6807\u5c3a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31923\" title=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/5416120f2ae2331.jpg\" alt=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-1\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/5416120f2ae2331.jpg 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/5416120f2ae2331-1536x864.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/5416120f2ae2331-18x10.jpg 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<h3>\u4ec0\u4e48\u662f\u4e16\u754c\u6a21\u578b\uff1f<\/h3>\n<p>\u4eba\u7c7b\u5a74\u513f\u5728\u5b66\u4f1a\u8bf4\u8bdd\u4e4b\u524d\uff0c\u5c31\u5df2\u7ecf\u901a\u8fc7\u89c2\u5bdf\u5efa\u7acb\u4e86\u5bf9\u4e16\u754c\u7684\u76f4\u89c9\u3002\u6bd4\u5982\uff0c\u5411\u4e0a\u629b\u4e00\u4e2a\u7f51\u7403\uff0c\u5b83\u4f1a\u6389\u4e0b\u6765\uff0c\u800c\u4e0d\u4f1a\u60ac\u6d6e\u5728\u7a7a\u4e2d\u6216\u7a81\u7136\u53d8\u6210\u4e00\u4e2a\u82f9\u679c\u3002\u8fd9\u79cd\u7269\u7406\u76f4\u89c9\u5c31\u662f\u5185\u5fc3\u4e16\u754c\u6a21\u578b\u7684\u4f53\u73b0\u3002<\/p>\n<p>\u8fd9\u4e2a\u5185\u90e8\u6a21\u578b\u8ba9\u6211\u4eec\u80fd\u9884\u6d4b\u81ea\u5df1\u6216\u4ed6\u4eba\u884c\u4e3a\u7684\u540e\u679c\uff0c\u4ece\u800c\u63d0\u524d\u89c4\u5212\u3002\u5728\u62e5\u6324\u7684\u4eba\u7fa4\u4e2d\u7a7f\u884c\u65f6\uff0c\u6211\u4eec\u4f1a\u4e0b\u610f\u8bc6\u5730\u9884\u6d4b\u8def\u5f84\u4ee5\u907f\u514d\u78b0\u649e\uff1b\u51c6\u5907\u665a\u9910\u65f6\uff0c\u6211\u4eec\u4f1a\u6839\u636e\u7ecf\u9a8c\u5224\u65ad\u4f55\u65f6\u5173\u706b\u3002<\/p>\n<p>\u8981\u6784\u5efa\u80fd\u591f\u5728\u7269\u7406\u4e16\u754c\u4e2d\u201c\u4e09\u601d\u800c\u540e\u884c\u201d\u7684 AI \u4ee3\u7406\uff0c\u5176\u4e16\u754c\u6a21\u578b\u5fc5\u987b\u5177\u5907\u4e09\u79cd\u6838\u5fc3\u80fd\u529b\uff1a<\/p>\n<ul>\n<li><strong>\u7406\u89e3<\/strong>\uff1a\u80fd\u591f\u8bc6\u522b\u89c6\u9891\u4e2d\u7684\u7269\u4f53\u3001\u52a8\u4f5c\u548c\u8fd0\u52a8\u3002<\/li>\n<li><strong>\u9884\u6d4b<\/strong>\uff1a\u80fd\u591f\u9884\u89c1\u4e16\u754c\u7684\u6f14\u53d8\uff0c\u4ee5\u53ca\u5728\u7279\u5b9a\u884c\u4e3a\u5e72\u9884\u4e0b\u4e16\u754c\u4f1a\u53d1\u751f\u600e\u6837\u7684\u53d8\u5316\u3002<\/li>\n<li><strong>\u89c4\u5212<\/strong>\uff1a\u57fa\u4e8e\u9884\u6d4b\u80fd\u529b\uff0c\u89c4\u5212\u51fa\u4e00\u7cfb\u5217\u80fd\u591f\u8fbe\u6210\u76ee\u6807\u7684\u52a8\u4f5c\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31924\" title=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/bf97d802b252910.png\" alt=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-2\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/bf97d802b252910.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/bf97d802b252910-1536x864.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/bf97d802b252910-18x10.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<h3>V-JEPA 2 \u6a21\u578b\u8be6\u89e3<\/h3>\n<p>V-JEPA 2 \u662f\u4e00\u4e2a\u62e5\u6709 12 \u4ebf\u53c2\u6570\u7684\u6a21\u578b\uff0c\u5b83\u57fa\u4e8e Meta \u5728 2022 \u5e74\u9996\u6b21\u63d0\u51fa\u7684 JEPA \u67b6\u6784\uff08\u8054\u5408\u5d4c\u5165\u9884\u6d4b\u67b6\u6784\uff09\u6784\u5efa\u3002\u8be5\u6a21\u578b\u4e3b\u8981\u901a\u8fc7\u5bf9\u6d77\u91cf\u89c6\u9891\u7684\u81ea\u76d1\u7763\u5b66\u4e60\u8fdb\u884c\u8bad\u7ec3\uff0c\u8fd9\u8ba9\u5b83\u65e0\u9700\u4eba\u5de5\u6807\u6ce8\u5c31\u80fd\u6d1e\u5bdf\u4e16\u754c\u7684\u8fd0\u4f5c\u65b9\u5f0f\u3002<\/p>\n<p>\u5176\u6838\u5fc3\u5305\u542b\u4e24\u4e2a\u7ec4\u4ef6\uff1a<\/p>\n<ul>\n<li><strong>\u7f16\u7801\u5668 (encoder)<\/strong>\uff1a\u8f93\u5165\u539f\u59cb\u89c6\u9891\uff0c\u8f93\u51fa\u80fd\u591f\u6355\u6349\u4e16\u754c\u72b6\u6001\u5173\u952e\u8bed\u4e49\u4fe1\u606f\u7684\u5d4c\u5165\uff08embeddings\uff09\u3002<\/li>\n<li><strong>\u9884\u6d4b\u5668 (predictor)<\/strong>\uff1a\u63a5\u6536\u89c6\u9891\u5d4c\u5165\u548c\u9884\u6d4b\u76ee\u6807\u7b49\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u8f93\u51fa\u5bf9\u672a\u6765\u7684\u9884\u6d4b\u5d4c\u5165\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31926\" title=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-3\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/914232bf1926b06.png\" alt=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-3\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/914232bf1926b06.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/914232bf1926b06-1536x864.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/914232bf1926b06-18x10.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>V-JEPA 2 \u7684\u8bad\u7ec3\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a<\/p>\n<ol>\n<li><strong>\u65e0\u52a8\u4f5c\u9884\u8bad\u7ec3<\/strong>\uff1a\u6a21\u578b\u9996\u5148\u5728\u8d85\u8fc7 100 \u4e07\u5c0f\u65f6\u7684\u89c6\u9891\u548c 100 \u4e07\u5f20\u56fe\u7247\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002\u8fd9\u4e9b\u6570\u636e\u6559\u4f1a\u4e86\u5b83\u5173\u4e8e\u7269\u4f53\u5982\u4f55\u79fb\u52a8\u3001\u4e92\u52a8\u7684\u57fa\u7840\u77e5\u8bc6\u3002\u5728\u6b64\u9636\u6bb5\u540e\uff0c\u6a21\u578b\u5df2\u5728\u52a8\u4f5c\u8bc6\u522b\uff08Something-Something v2\uff09\u3001\u52a8\u4f5c\u9884\u671f\uff08Epic-Kitchens-100\uff09\u548c\u89c6\u9891\u95ee\u7b54\uff08Perception Test, TempCompass\uff09\u7b49\u4efb\u52a1\u4e0a\u8fbe\u5230\u9876\u5c16\u6c34\u5e73\u3002<\/li>\n<li><strong>\u6709\u52a8\u4f5c\u6761\u4ef6\u8bad\u7ec3<\/strong>\uff1a\u5728\u7b2c\u4e00\u9636\u6bb5\u7684\u57fa\u7840\u4e0a\uff0c\u6a21\u578b\u4f7f\u7528\u5305\u542b\u673a\u5668\u4eba\u89c6\u89c9\u548c\u63a7\u5236\u52a8\u4f5c\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u3002\u8fd9\u4e00\u6b65\u8ba9\u9884\u6d4b\u5668\u5b66\u4f1a\u5c06\u201c\u7279\u5b9a\u52a8\u4f5c\u201d\u7eb3\u5165\u8003\u91cf\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u4e00\u9636\u6bb5\u4ec5\u7528\u4e86 62 \u5c0f\u65f6\u7684\u673a\u5668\u4eba\u6570\u636e\uff0c\u5c31\u4f7f\u6a21\u578b\u83b7\u5f97\u4e86\u6709\u6548\u7684\u89c4\u5212\u4e0e\u63a7\u5236\u80fd\u529b\u3002<\/li>\n<\/ol>\n<p>\u5728\u673a\u5668\u4eba\u89c4\u5212\u4efb\u52a1\u4e2d\uff0cV-JEPA 2 \u5c55\u73b0\u4e86\u51fa\u8272\u7684\u96f6\u6837\u672c\u80fd\u529b\u3002\u5b83\u5728\u4e00\u4e2a\u5f00\u6e90\u7684 DROID \u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u90e8\u7f72\u5728 Meta \u5b9e\u9a8c\u5ba4\u7684\u673a\u5668\u4eba\u4e0a\uff0c\u65e0\u9700\u9488\u5bf9\u65b0\u73af\u5883\u6216\u65b0\u673a\u5668\u4eba\u8fdb\u884c\u4efb\u4f55\u5fae\u8c03\u3002<\/p>\n<p>\u5bf9\u4e8e\u6293\u53d6\u3001\u653e\u7f6e\u7b49\u77ed\u65f6\u4efb\u52a1\uff0c\u53ea\u9700\u7ed9\u673a\u5668\u4eba\u4e00\u5f20\u76ee\u6807\u72b6\u6001\u7684\u56fe\u7247\u3002\u673a\u5668\u4eba\u4f1a\u5229\u7528 V-JEPA 2 \u9884\u6d4b\u5668\u201c\u60f3\u8c61\u201d\u6267\u884c\u4e00\u7cfb\u5217\u5019\u9009\u52a8\u4f5c\u7684\u540e\u679c\uff0c\u5e76\u9009\u62e9\u6700\u63a5\u8fd1\u76ee\u6807\u7684\u4e00\u6b65\u6267\u884c\u3002\u901a\u8fc7\u6a21\u578b\u9884\u6d4b\u63a7\u5236\uff08model-predictive control\uff09\u7684\u65b9\u5f0f\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u6301\u7eed\u91cd\u65b0\u89c4\u5212\u5e76\u6267\u884c\u52a8\u4f5c\u3002\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u957f\u65f6\u4efb\u52a1\uff0c\u53ef\u4ee5\u901a\u8fc7\u63d0\u4f9b\u4e00\u7cfb\u5217\u89c6\u89c9\u5b50\u76ee\u6807\u6765\u5f15\u5bfc\u673a\u5668\u4eba\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cV-JEPA 2 \u5728\u65b0\u73af\u5883\u4e2d\u5904\u7406\u672a\u89c1\u8fc7\u7269\u4f53\u7684\u62fe\u53d6\u548c\u653e\u7f6e\u4efb\u52a1\uff0c\u6210\u529f\u7387\u8fbe\u5230\u4e86 65% \u2013 80%\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31927\" title=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-4\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/f9cd4645456b00f.png\" alt=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-4\" width=\"1920\" height=\"1081\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/f9cd4645456b00f.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/f9cd4645456b00f-1536x865.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/f9cd4645456b00f-18x10.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p><strong>V-JEPA 2 \u76f8\u5173\u8d44\u6e90:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/facebookresearch\/vjepa2\">GitHub<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/collections\/facebook\/v-jepa-2-6841bad8413014e185b497a6\">Hugging Face<\/a><\/li>\n<li><a href=\"https:\/\/ai.meta.com\/vjepa\">V-JEPA 2 \u5b98\u7f51<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/abs\/2506.09985\">\u9605\u8bfb\u8bba\u6587<\/a><\/li>\n<\/ul>\n<h3>\u4e3a\u7269\u7406\u7406\u89e3\u80fd\u529b\u8bbe\u7acb\u65b0\u57fa\u51c6<\/h3>\n<p>\u4e0e\u6a21\u578b\u4e00\u540c\u53d1\u5e03\u7684\u4e09\u4e2a\u65b0\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5176\u91cd\u8981\u6027\u4e0d\u4e9a\u4e8e\u6a21\u578b\u672c\u8eab\u3002\u5b83\u4eec\u65e8\u5728\u89e3\u51b3\u5f53\u524d\u8bc4\u4f30\u4f53\u7cfb\u7684\u6f0f\u6d1e\uff0c\u63a8\u52a8\u793e\u533a\u6784\u5efa\u771f\u6b63\u7406\u89e3\u7269\u7406\u4e16\u754c\u7684\u6a21\u578b\u3002\u867d\u7136\u4eba\u7c7b\u5728\u8fd9\u4e9b\u6d4b\u8bd5\u4e2d\u80fd\u8fbe\u5230 85% &#8211; 95% \u7684\u51c6\u786e\u7387\uff0c\u4f46\u5305\u62ec V-JEPA 2 \u5728\u5185\u7684\u9876\u5c16\u6a21\u578b\u8868\u73b0\u4e0e\u4eba\u7c7b\u4ecd\u6709\u663e\u8457\u5dee\u8ddd\u3002<\/p>\n<ol>\n<li><strong>IntPhys 2<\/strong><br \/>\n\u8be5\u57fa\u51c6\u65e8\u5728\u8861\u91cf\u6a21\u578b\u533a\u5206\u7269\u7406\u4e0a\u201c\u53ef\u80fd\u201d\u4e0e\u201c\u4e0d\u53ef\u80fd\u201d\u573a\u666f\u7684\u80fd\u529b\u3002\u5b83\u901a\u8fc7\u6e38\u620f\u5f15\u64ce\u751f\u6210\u6210\u5bf9\u7684\u89c6\u9891\uff0c\u5176\u4e2d\u4e00\u4e2a\u89c6\u9891\u5728\u67d0\u4e2a\u8282\u70b9\u4f1a\u53d1\u751f\u8fdd\u53cd\u7269\u7406\u89c4\u5f8b\u7684\u4e8b\u4ef6\u3002\u6a21\u578b\u9700\u8981\u8bc6\u522b\u51fa\u54ea\u4e2a\u89c6\u9891\u6709\u95ee\u9898\u3002\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\uff0c\u5f53\u524d\u89c6\u9891\u6a21\u578b\u5728\u8be5\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u63a5\u8fd1\u968f\u673a\u731c\u6d4b\u3002<\/p>\n<p><strong>IntPhys 2 \u8d44\u6e90:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/facebookresearch\/IntPhys2\">GitHub<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/datasets\/facebook\/IntPhys2\">Hugging Face<\/a><\/li>\n<li><a href=\"https:\/\/www.arxiv.org\/abs\/2506.09849\">\u9605\u8bfb\u8bba\u6587<\/a><\/li>\n<\/ul>\n<\/li>\n<li><strong>Minimal Video Pairs (MVPBench)<\/strong><br \/>\n\u6b64\u57fa\u51c6\u901a\u8fc7\u591a\u9879\u9009\u62e9\u9898\u6765\u8bc4\u4f30\u89c6\u9891\u8bed\u8a00\u6a21\u578b\u7684\u7269\u7406\u7406\u89e3\u529b\u3002\u5b83\u7684\u5de7\u5999\u4e4b\u5904\u5728\u4e8e\uff0c\u6bcf\u4e2a\u6837\u672c\u90fd\u6709\u4e00\u4e2a\u201c\u6700\u5c0f\u53d8\u5316\u5bf9\u201d\uff1a\u4e00\u4e2a\u89c6\u89c9\u4e0a\u6781\u4e3a\u76f8\u4f3c\u4f46\u7b54\u6848\u76f8\u53cd\u7684\u89c6\u9891\u3002\u6a21\u578b\u5fc5\u987b\u540c\u65f6\u7b54\u5bf9\u8fd9\u4e24\u4e2a\u95ee\u9898\u624d\u80fd\u5f97\u5206\uff0c\u8fd9\u6709\u6548\u904f\u5236\u4e86\u6a21\u578b\u901a\u8fc7\u80a4\u6d45\u7684\u89c6\u89c9\u6216\u6587\u672c\u7ebf\u7d22\u201c\u6284\u8fd1\u8def\u201d\u7684\u95ee\u9898\u3002<\/p>\n<p><strong>MVPBench \u8d44\u6e90:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/facebookresearch\/minimal_video_pairs\">GitHub<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/datasets\/facebook\/minimal_video_pairs\">Hugging Face<\/a><\/li>\n<li><a href=\"https:\/\/www.arxiv.org\/abs\/2506.09987\">\u9605\u8bfb\u8bba\u6587<\/a><\/li>\n<\/ul>\n<\/li>\n<li><strong>CausalVQA<\/strong><br \/>\n\u8be5\u57fa\u51c6\u4e13\u6ce8\u4e8e\u7269\u7406\u4e16\u754c\u7684\u56e0\u679c\u5173\u7cfb\u7406\u89e3\u3002\u5b83\u5411\u6a21\u578b\u63d0\u51fa\u53cd\u4e8b\u5b9e\uff08\u201c\u5982\u679c\u2026\u2026\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u201d\uff09\u3001\u9884\u671f\uff08\u201c\u63a5\u4e0b\u6765\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u201d\uff09\u548c\u89c4\u5212\uff08\u201c\u4e3a\u4e86\u5b9e\u73b0\u76ee\u6807\uff0c\u4e0b\u4e00\u6b65\u8be5\u505a\u4ec0\u4e48\uff1f\u201d\uff09\u7b49\u95ee\u9898\u3002\u6d4b\u8bd5\u53d1\u73b0\uff0c\u5c3d\u7ba1\u5927\u578b\u591a\u6a21\u6001\u6a21\u578b\u80fd\u5f88\u597d\u5730\u56de\u7b54\u201c\u53d1\u751f\u4e86\u4ec0\u4e48\u201d\uff0c\u4f46\u5728\u56de\u7b54\u201c\u53ef\u80fd\u53d1\u751f\u4ec0\u4e48\u201d\u6216\u201c\u672c\u53ef\u80fd\u53d1\u751f\u4ec0\u4e48\u201d\u8fd9\u7c7b\u95ee\u9898\u65f6\u8868\u73b0\u4e0d\u4f73\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31925\" title=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-5\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/b4edcad69f9905b.png\" alt=\"Meta \u53d1\u5e03 V-JEPA 2\uff1a\u4e00\u4e2a\u80fd\u7406\u89e3\u5e76\u9884\u6d4b\u7269\u7406\u4e16\u754c\u7684\u4e16\u754c\u6a21\u578b-5\" width=\"1920\" height=\"568\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/b4edcad69f9905b.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/b4edcad69f9905b-1536x454.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/b4edcad69f9905b-18x5.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p><strong>CausalVQA \u8d44\u6e90:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/facebookresearch\/CausalVQA\">GitHub<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/abs\/2506.09943\">\u9605\u8bfb\u8bba\u6587<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>Meta \u8fd8\u5728 Hugging Face \u4e0a\u53d1\u5e03\u4e86\u4e00\u4e2a<a href=\"https:\/\/huggingface.co\/spaces\/facebook\/physical_reasoning_leaderboard\">\u6392\u884c\u699c<\/a>\uff0c\u7528\u4e8e\u8ffd\u8e2a\u793e\u533a\u6a21\u578b\u5728\u8fd9\u4e9b\u65b0\u57fa\u51c6\u4e0a\u7684\u8fdb\u5c55\u3002<\/p>\n<h3>\u901a\u5f80\u9ad8\u7ea7\u673a\u5668\u667a\u80fd\u7684\u4e0b\u4e00\u6b65<\/h3>\n<p>V-JEPA 2 \u53ea\u662f\u4e00\u4e2a\u5f00\u59cb\u3002\u76ee\u524d\uff0c\u5b83\u5728\u5355\u4e00\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u8fdb\u884c\u5b66\u4e60\u548c\u9884\u6d4b\u3002\u7136\u800c\uff0c\u50cf\u201c\u628a\u9910\u5177\u653e\u8fdb\u6d17\u7897\u673a\u201d\u6216\u201c\u70e4\u4e00\u4e2a\u86cb\u7cd5\u201d\u8fd9\u7c7b\u4efb\u52a1\uff0c\u9700\u8981\u5728\u4e0d\u540c\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u8fdb\u884c\u5206\u5c42\u89c4\u5212\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u672a\u6765\u7684\u7814\u7a76\u91cd\u70b9\u5c06\u662f\u5206\u5c42 JEPA \u6a21\u578b\uff0c\u5b83\u80fd\u591f\u8de8\u8d8a\u591a\u4e2a\u65f6\u7a7a\u5c3a\u5ea6\u8fdb\u884c\u5b66\u4e60\u3001\u63a8\u7406\u548c\u89c4\u5212\u3002\u53e6\u4e00\u4e2a\u91cd\u8981\u65b9\u5411\u662f\u591a\u6a21\u6001 JEPA \u6a21\u578b\uff0c\u80fd\u591f\u878d\u5408\u89c6\u89c9\u3001\u542c\u89c9\u3001\u89e6\u89c9\u7b49\u591a\u79cd\u611f\u5b98\u4fe1\u606f\u8fdb\u884c\u9884\u6d4b\u3002\u8fd9\u4e9b\u63a2\u7d22\u5c06\u6301\u7eed\u63a8\u52a8 AI \u4e0e\u7269\u7406\u4e16\u754c\u7684\u6df1\u5ea6\u878d\u5408\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Meta AI \u4e8e 6 \u6708 11 \u65e5\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u7684\u4e16\u754c\u6a21\u578b V-JEPA 2 (Video Joint Embedding Predictive Architecture 2)\u3002\u8be5\u6a21\u578b\u5728\u7269\u7406\u4e16\u754c\u7684\u89c6\u89c9\u7406\u89e3\u548c\u9884\u6d4b\u65b9\u9762\u53d6\u5f97\u4e86\u5f53\u524d\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u5e76&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[],"class_list":["post-31922","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/31922","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=31922"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/31922\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=31922"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=31922"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=31922"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}