{"id":3618,"date":"2025-08-02T09:11:21","date_gmt":"2025-08-02T09:11:21","guid":{"rendered":"https:\/\/inverseschool.com\/blog\/?p=3618"},"modified":"2025-08-02T09:14:03","modified_gmt":"2025-08-02T09:14:03","slug":"ai-video-face-consistency","status":"publish","type":"post","link":"https:\/\/inverseschool.com\/blog\/article\/ai-video-face-consistency\/","title":{"rendered":"\u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (FCB) \u0645\u0646\u062a\u0634\u0631 \u0634\u062f"},"content":{"rendered":"\n<p>\u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u0627\u06af\u0631 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646\u060c \u0645\u062e\u0635\u0648\u0635\u0627\u064b \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 \u06cc\u0648\u062a\u06cc\u0648\u0628\u060c \u0627\u06cc\u0646\u0633\u062a\u0627\u06af\u0631\u0627\u0645 \u06cc\u0627 Vimeo \u0628\u06af\u0631\u062f\u06cc\u062f\u060c \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u062c\u0630\u0627\u0628\u06cc \u0645\u06cc\u200c\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u062a\u0645\u0627\u0645\u0627\u064b \u062a\u0648\u0633\u0637 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0646. \u0628\u0631\u0646\u062f\u0647\u0627\u060c \u0627\u0633\u062a\u0648\u062f\u06cc\u0648\u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0648 \u062d\u062a\u06cc \u0647\u0646\u0631\u0645\u0646\u062f\u0647\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0628\u0647\u200c\u0633\u0631\u0639\u062a \u0648\u0627\u0631\u062f \u0627\u06cc\u0646 \u0639\u0631\u0635\u0647 \u0634\u062f\u0646 \u062a\u0627 \u0627\u0632 \u0642\u062f\u0631\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0645\u062b\u0644 <strong>Runway Gen-3<\/strong> \u06cc\u0627 <strong>HunyuanVideo<\/strong> \u0628\u0631\u0627\u06cc \u062e\u0644\u0642 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646. \u0627\u0645\u0627 \u0686\u0627\u0644\u0634 \u0628\u0632\u0631\u06af\u06cc \u06a9\u0647 \u0647\u0645\u0647 \u0631\u0648 \u0628\u0627 \u0645\u0634\u06a9\u0644 \u0645\u0648\u0627\u062c\u0647 \u06a9\u0631\u062f\u0647\u060c \u0645\u0633\u0626\u0644\u0647 Face Consistency \u06cc\u0627\u00a0 \u00ab\u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647\u00bb\u0633\u062a.<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0686\u0631\u0627-\u0627\u0646\u0633\u062c\u0627\u0645-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u06cc\u0647-\u0645\u0633\u0626\u0644\u0647-\u06a9\u0644\u06cc\u062f\u06cc\u0647\"><strong>\u0686\u0631\u0627 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06cc\u0647 \u0645\u0633\u0626\u0644\u0647 \u06a9\u0644\u06cc\u062f\u06cc\u0647\u061f<\/strong><\/h2>\n\n\n\n<p>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u06cc\u0648 \u0628\u0647\u200c\u0634\u062f\u062a \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u0627\u0646\u060c \u0627\u0645\u0627 \u0648\u0642\u062a\u06cc \u067e\u0627\u06cc \u062d\u0641\u0638 \u0686\u0647\u0631\u0647\u200c\u06cc \u06cc\u0647 \u0634\u062e\u0635\u06cc\u062a \u0628\u0647 \u0645\u06cc\u0627\u0646 \u0645\u06cc\u0627\u062f\u060c \u0642\u0636\u06cc\u0647 \u0641\u0631\u0642 \u0645\u06cc\u200c\u06a9\u0646\u0647. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0647\u0646\u0648\u0632 \u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0642\u0627\u062f\u0631 \u0646\u06cc\u0633\u062a\u0646 \u0645\u0634\u062e\u0635\u0627\u062a \u0638\u0627\u0647\u0631\u06cc \u0645\u062b\u0644 \u0641\u0631\u0645 \u0635\u0648\u0631\u062a\u060c \u0645\u062f\u0644 \u0645\u0648\u060c \u0631\u0646\u06af \u0686\u0634\u0645\u200c\u0647\u0627 \u06cc\u0627 \u062d\u062a\u06cc \u062c\u0632\u0626\u06cc\u0627\u062a \u0631\u06cc\u0632 \u0631\u0648 \u0627\u0632 \u06cc\u0647 \u0641\u0631\u06cc\u0645 \u0628\u0647 \u0641\u0631\u06cc\u0645 \u062f\u06cc\u06af\u0647 \u062f\u0642\u06cc\u0642\u0627\u064b \u062d\u0641\u0638 \u06a9\u0646\u0646. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0634\u0627\u06cc\u062f \u0634\u0645\u0627 \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u0631\u0648 \u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u06cc\u06a9 \u0646\u0645\u0627 \u0686\u0647\u0631\u0647\u200c\u06cc \u0634\u062e\u0635\u06cc\u062a\u060c \u062c\u0648\u0627\u0646 \u0628\u0627 \u0645\u0648\u0647\u0627\u06cc \u062a\u06cc\u0631\u0647\u200c\u0633\u062a\u060c \u0627\u0645\u0627 \u0686\u0646\u062f \u062b\u0627\u0646\u06cc\u0647 \u0628\u0639\u062f\u060c \u0647\u0645\u0648\u0646 \u0641\u0631\u062f \u067e\u06cc\u0631\u062a\u0631 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc\u200c\u0631\u0633\u0647 \u06cc\u0627 \u0631\u0646\u06af \u0645\u0648\u0647\u0627\u0634 \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0631\u062f\u0647. \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647 \u0628\u0647\u200c\u0634\u062f\u062a \u0628\u0627\u0639\u062b \u0627\u0641\u062a \u06a9\u06cc\u0641\u06cc\u062a \u0645\u062d\u062a\u0648\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f\u0634\u062f\u0647 \u0645\u06cc\u200c\u0634\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0627\u0648\u0646 \u0631\u0648 \u0628\u0631\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627\u060c \u062a\u0628\u0644\u06cc\u063a\u0627\u062a \u06cc\u0627 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647.<\/p>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u062d\u0644 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c \u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0627\u062e\u06cc\u0631\u0627\u064b \u06cc\u0647 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 <strong>\u00ab\u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u00bb (Face Consistency Benchmark)<\/strong> \u0631\u0648 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u0646. \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0628\u0631\u0627\u06cc \u0646\u062e\u0633\u062a\u06cc\u0646 \u0628\u0627\u0631 \u062a\u0648\u0633\u0637 \u062a\u06cc\u0645\u06cc \u0645\u062a\u0634\u06a9\u0644 \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 TCL Research Europe \u0648 TCL Research America \u062f\u0631 \u06a9\u0646\u0641\u0631\u0627\u0646\u0633 PP-RAI 2025 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f.<\/p>\n\n\n\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: <a href=\"https:\/\/inverseschool.com\/blog\/article\/tata-ai-artist\/\">\u0628\u0627 TaTa\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0622\u0634\u0646\u0627 \u0628\u0634\u06cc\u062f<\/a><\/p>\n\n\n\n<div class=\"wp-block-cover\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" class=\"wp-block-cover__image-background wp-image-3620\" alt=\"\u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\" src=\"https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png-1024x576.png\" data-object-fit=\"cover\" srcset=\"https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png-1024x576.png 1024w, https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png-300x169.png 300w, https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png-768x432.png 768w, https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png-1536x864.png 1536w, https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png-1170x658.png 1170w, https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png-585x329.png 585w, https:\/\/inverseschool.com\/blog\/app\/uploads\/2025\/08\/photo-collage.png.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size\"><\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0631\u0648\u0634-fcb-\u0645\u062f\u0644-\u0647\u0627\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u0648-\u0645\u0639\u06cc\u0627\u0631-cosine-distance\"><strong>\u0631\u0648\u0634 FCB: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0648 \u0645\u0639\u06cc\u0627\u0631 Cosine Distance<\/strong><\/h2>\n\n\n\n<p>\u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 (FCB) \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0648 \u0639\u0644\u0645\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u062a\u0627 \u0646\u0634\u0648\u0646 \u0628\u062f\u0647 \u0647\u0631 \u0645\u062f\u0644 AI \u0686\u0642\u062f\u0631 \u062f\u0631 \u062d\u0641\u0638 \u0686\u0647\u0631\u0647\u200c\u0647\u0627 \u0645\u0648\u0641\u0642\u0647. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0645\u062b\u0644 <strong>VGG-Face<\/strong>\u060c <strong>Facenet<\/strong>\u060c <strong>ArcFace<\/strong> \u0648 <strong>SFace<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0647. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0638\u0631\u06cc\u0641 \u0648 \u0645\u0646\u062d\u0635\u0631\u200c\u0628\u0647\u200c\u0641\u0631\u062f \u0647\u0631 \u0686\u0647\u0631\u0647 \u0631\u0648 \u062f\u0627\u0631\u0646 \u0648 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u00ab\u0641\u0627\u0635\u0644\u0647 \u06a9\u0633\u06cc\u0646\u0648\u0633\u06cc\u00bb (Cosine Distance)\u060c \u062a\u0641\u0627\u0648\u062a \u0686\u0647\u0631\u0647\u200c\u0647\u0627 \u0648 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0648 \u0628\u06cc\u0646 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646.<\/p>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u060c \u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0686\u0647\u0627\u0631 \u0645\u062f\u0644 \u0645\u0639\u0631\u0648\u0641 \u0632\u06cc\u0631 \u0631\u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0646:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Runway Gen-3<\/strong><\/li>\n\n\n\n<li><strong>HunyuanVideo<\/strong><\/li>\n\n\n\n<li><strong>Vchitect-2.0<\/strong><\/li>\n\n\n\n<li><strong>CogVideoX1.5-5B<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0628\u0639\u062f\u060c \u0628\u0631\u0627\u06cc \u0647\u0631\u06a9\u062f\u0648\u0645 \u06f3\u06f0 \u0648\u06cc\u062f\u06cc\u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 ChatGPT \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0628\u0648\u062f\u0646 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f \u0648 \u062f\u0631 \u062f\u0648 \u062d\u0627\u0644\u062a \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0634\u062f\u0646:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0645\u0642\u0627\u06cc\u0633\u0647 \u062a\u0645\u0627\u0645 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627 \u0628\u0627 \u06cc\u06a9 \u0641\u0631\u06cc\u0645 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 (\u0645\u0631\u062c\u0639)<\/li>\n\n\n\n<li>\u0645\u0642\u0627\u06cc\u0633\u0647 \u062a\u0635\u0627\u062f\u0641\u06cc \u06f2\u06f0\u06f0 \u062c\u0641\u062a \u0641\u0631\u06cc\u0645 \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u0647\u0631 \u0648\u06cc\u062f\u06cc\u0648<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0646\u062a\u0627\u06cc\u062c\"><strong>\u0646\u062a\u0627\u06cc\u062c<\/strong><\/h2>\n\n\n\n<p>\u0628\u0647\u200c\u0634\u06a9\u0644 \u062e\u0644\u0627\u0635\u0647\u060c \u0646\u062a\u0627\u06cc\u062c \u0645\u0639\u06cc\u0627\u0631 FCB \u0647\u0645\u0686\u06cc\u0646 \u0686\u06cc\u0632\u06cc \u0628\u0648\u062f\u0646:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0644 <strong>Runway Gen-3<\/strong> \u0628\u0647\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0648 \u062f\u0627\u0634\u062a.<\/li>\n\n\n\n<li><strong>HunyuanVideo<\/strong> \u062f\u0631 \u0631\u062a\u0628\u0647 \u062f\u0648\u0645 \u0648 \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 Runway \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a.<\/li>\n\n\n\n<li>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc <strong>Vchitect-2.0 \u0648 CogVideoX1.5-5B<\/strong> \u0639\u0645\u0644\u06a9\u0631\u062f \u0636\u0639\u06cc\u0641\u200c\u062a\u0631\u06cc \u0627\u0632 \u0646\u0638\u0631 \u062b\u0628\u0627\u062a \u0686\u0647\u0631\u0647\u200c\u0647\u0627 \u062f\u0627\u0634\u062a\u0646.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-vbench-\u0686\u06cc\u0647\"><strong>VBench \u0686\u06cc\u0647\u061f<\/strong><\/h2>\n\n\n\n<p>VBench \u06cc\u0647 \u00ab\u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u00bb (\u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc) \u0628\u0631\u0627\u06cc \u0633\u0646\u062c\u0634 \u06a9\u06cc\u0641\u06cc\u062a \u062e\u0631\u0648\u062c\u06cc\u0650 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u06cc\u0648 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u0647. \u0627\u0645\u0627 \u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0641\u0642\u0637 \u06cc\u0647 \u0639\u062f\u062f \u06a9\u0644\u06cc \u0628\u062f\u0647\u060c \u06a9\u06cc\u0641\u06cc\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0631\u0648 \u0628\u0647 <strong>\u06f1\u06f6 \u0628\u064f\u0639\u062f<\/strong> \u0631\u06cc\u0632 \u0645\u06cc\u200c\u0634\u06a9\u0648\u0646\u0647\u061b \u0628\u0639\u062f\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062b\u0628\u0627\u062a \u0647\u0648\u06cc\u062a \u0633\u0648\u0698\u0647<\/li>\n\n\n\n<li>\u0631\u0648\u0627\u0646\u06cc \u062d\u0631\u06a9\u062a<\/li>\n\n\n\n<li>\u067e\u0631\u067e\u0631\u0632\u062f\u0646 \u0632\u0645\u0627\u0646\u06cc (Temporal Flicker)<\/li>\n\n\n\n<li>\u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u067e\u0633\u200c\u0632\u0645\u06cc\u0646\u0647<\/li>\n\n\n\n<li>\u0631\u0639\u0627\u06cc\u062a \u0631\u0627\u0628\u0637\u0647\u200c\u0647\u0627\u06cc \u0641\u0636\u0627\u06cc\u06cc<\/li>\n\n\n\n<li>\u0648\u2026<\/li>\n<\/ul>\n\n\n\n<p>\u0648 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0628\u0639\u062f \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627 \u0648 \u0631\u0648\u0634 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0645\u062e\u0635\u0648\u0635 \u062e\u0648\u062f\u0634 \u0631\u0648 \u062f\u0627\u0631\u0647. \u0639\u0644\u0627\u0648\u0647\u200c\u0628\u0631 \u0627\u06cc\u0646\u060c \u06cc\u06a9\u200c\u0633\u0631\u06cc <strong>\u062a\u0631\u062c\u06cc\u062d\u0627\u062a \u0627\u0646\u0633\u0627\u0646\u06cc<\/strong> \u0647\u0645 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0634\u062f\u0647 \u062a\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0647\u0627 \u0628\u0627 \u062f\u0631\u06a9\u0650 \u0648\u0627\u0642\u0639\u06cc \u0645\u062e\u0627\u0637\u0628 \u0647\u0645\u200c\u0631\u0627\u0633\u062a\u0627 \u0628\u0627\u0634\u0646. \u0646\u062a\u06cc\u062c\u0647\u200c\u0634 \u0686\u06cc\u0647\u061f \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0628\u0641\u0647\u0645\u06cc\u0645 \u06cc\u0647 \u0645\u062f\u0644 \u06a9\u062c\u0627 \u0642\u0648\u06cc\u0647 \u0648 \u06a9\u062c\u0627 \u0636\u0639\u0641 \u062f\u0627\u0631\u0647\u060c \u0646\u0647 \u0641\u0642\u0637 \u00ab\u062e\u0648\u0628\/\u0628\u062f\u00bb.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u0646\u0633\u062e\u0647-\u0647\u0627\u06cc-\u062c\u062f\u06cc\u062f\u062a\u0631-vbench-\u0631\u0627\u062c\u0639-\u0628\u0647-\u0645\u0639\u06cc\u0627\u0631-\u0627\u0646\u0633\u062c\u0627\u0645-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc-\u0686\u06cc-\u0645\u06cc-\u06af\u0646\">\u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u062a\u0631 <strong>VBench<\/strong> \u0631\u0627\u062c\u0639 \u0628\u0647 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc \u0645\u06cc\u200c\u06af\u0646\u061f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>VBench++ (\u06f2\u06f0\u06f2\u06f4)<\/strong> \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0648 \u062a\u0646\u0648\u0639 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0631\u0648 \u0628\u06cc\u0634\u062a\u0631 \u06a9\u0631\u062f\u0647 (\u0645\u062b\u0644\u0627\u064b \u0633\u0646\u062c\u0634 \u0645\u062a\u0646-\u0628\u0647\u200c\u0648\u06cc\u062f\u06cc\u0648 \u0648 \u062a\u0635\u0648\u06cc\u0631-\u0628\u0647\u200c\u0648\u06cc\u062f\u06cc\u0648 \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0648 \u0646\u0633\u0628\u062a \u062a\u0635\u0648\u06cc\u0631 \u0633\u0627\u0632\u06af\u0627\u0631).<br><\/li>\n\n\n\n<li><strong>VBench-2.0 (\u06f2\u06f0\u06f2\u06f5)<\/strong> \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0631\u0648 \u0628\u0647 \u06f5 \u062f\u0633\u062a\u0647\u0654 \u00ab\u0648\u0641\u0627\u062f\u0627\u0631\u06cc \u0630\u0627\u062a\u06cc\u00bb \u06af\u0633\u062a\u0631\u0634 \u062f\u0627\u062f\u0647: <em>Human Fidelity<\/em>\u060c <em>Controllability<\/em>\u060c <em>Creativity<\/em>\u060c <em>Physics<\/em> \u0648 <em>Commonsense<\/em>\u061b \u06cc\u0639\u0646\u06cc \u0641\u0642\u0637 \u0638\u0627\u0647\u0631 \u0648 \u0631\u0648\u0627\u0646\u06cc \u062d\u0631\u06a9\u062a \u0646\u06cc\u0633\u062a\u060c \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u06cc\u0632\u06cc\u06a9\u060c \u0639\u0642\u0644 \u0633\u0644\u06cc\u0645 \u0648 \u06a9\u0646\u062a\u0631\u0644\u200c\u067e\u0630\u06cc\u0631\u06cc \u0647\u0645 \u0633\u0646\u062c\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0646.\u00a0<\/li>\n<\/ul>\n\n\n\n<p><strong>\u062a\u0641\u0627\u0648\u062a VBench \u0628\u0627 \u00ab\u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647\u00bb (Face Consistency Benchmark) \u0686\u06cc\u0647\u061f<br><\/strong> VBench \u00ab\u062c\u0627\u0645\u0639\u00bb\u0647 \u0648 \u062f\u0647\u200c\u0647\u0627 \u062c\u0646\u0628\u0647\u0654 \u06a9\u0644\u06cc\u0650 \u06a9\u06cc\u0641\u06cc\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0631\u0648 \u0645\u06cc\u200c\u0633\u0646\u062c\u0647. <strong>Face Consistency Benchmark<\/strong> \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u00ab\u062a\u062e\u0635\u0635\u06cc\u00bb \u0648 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0631\u0648 <strong>\u062b\u0628\u0627\u062a \u0686\u0647\u0631\u0647<\/strong>\u200c\u0633\u062a\u061b \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 (\u0645\u062b\u0644 VGG-Face\/ArcFace) \u0648 \u0645\u062a\u0631\u06cc\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 cosine distance \u0645\u06cc\u200c\u0633\u0646\u062c\u0647 \u06a9\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0634\u062e\u0635\u06cc\u062a \u0627\u0632 \u0641\u0631\u06cc\u0645\u06cc \u0628\u0647 \u0641\u0631\u06cc\u0645 \u0628\u0639\u062f \u0686\u0642\u062f\u0631 \u062b\u0627\u0628\u062a \u0645\u0648\u0646\u062f\u0647. \u0628\u0647\u200c\u0628\u06cc\u0627\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647\u200c\u0634\u062f\u0647 \u0648 \u0642\u0627\u0628\u0644\u200c\u0644\u0645\u0633:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>VBench: \u00ab\u0622\u0632\u0645\u0627\u06cc\u0634 \u062e\u0648\u0646 \u06a9\u0644\u06cc\u00bb<\/li>\n\n\n\n<li>FCB: \u00ab\u0633\u0637\u062d \u0648\u06cc\u062a\u0627\u0645\u06cc\u0646 \u0628\u062f\u0646\u00bb<\/li>\n<\/ul>\n\n\n\n<p>\u0648\u0642\u062a\u06cc \u0645\u06cc\u200c\u06af\u06cc\u0645 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647\u060c \u0645\u0646\u0638\u0648\u0631\u0645\u0648\u0646 \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u06cc\u0647 \u0645\u062f\u0644 \u0648\u06cc\u062f\u06cc\u0648 AI \u0686\u0642\u062f\u0631 \u062a\u0648\u0646\u0633\u062a\u0647 \u0686\u0647\u0631\u0647\u200c\u06cc \u06cc\u0647 \u0634\u062e\u0635\u06cc\u062a \u0631\u0648 \u0627\u0632 \u0646\u0645\u0627 \u0628\u0647 \u0646\u0645\u0627\u06cc \u0628\u0639\u062f\u06cc \u062b\u0627\u0628\u062a \u0646\u06af\u0647 \u062f\u0627\u0631\u0647. \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u062f\u0627\u0631\u06cc\u062f \u06a9\u0627\u0631\u062a\u0648\u0646 \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647\u200c\u062a\u0648\u0646 \u0631\u0648 \u0645\u06cc\u200c\u0628\u06cc\u0646\u06cc\u062f\u061b \u0627\u06af\u0631 \u06af\u0627\u0647\u06cc \u0686\u0634\u0645 \u0642\u0647\u0631\u0645\u0627\u0646 \u06a9\u0627\u0631\u062a\u0648\u0646\u06cc \u0622\u0628\u06cc \u0628\u0627\u0634\u0647 \u0648 \u06af\u0627\u0647\u06cc \u0633\u0628\u0632\u060c \u0622\u0632\u0627\u0631\u062f\u0647\u0646\u062f\u0647 \u0645\u06cc\u200c\u0634\u0647. \u062a\u0648 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0647\u0645 \u0647\u0645\u06cc\u0646\u200c\u0637\u0648\u0631\u0647. \u062a\u0648 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u0639\u0645\u0648\u0645\u06cc \u0645\u062b\u0644 VBench\u060c \u0647\u0648\u06cc\u062a \u06a9\u0644\u06cc \u0634\u062e\u0635\u06cc\u062a (\u0627\u0632 \u062d\u0631\u06a9\u062a \u0686\u0634\u0645 \u062a\u0627 \u0644\u062d\u0646 \u0635\u062f\u0627) \u0633\u0646\u062c\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0647\u060c \u0627\u0645\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u0638\u0631\u06cc\u0641 \u0635\u0648\u0631\u062a \u06a9\u0645\u062a\u0631 \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0647. \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u06cc\u0646 \u00ab\u062b\u0628\u0627\u062a \u0631\u0646\u06af \u0686\u0634\u0645 \u06cc\u0627 \u062d\u0627\u0644\u062a \u0644\u0628\u200c\u0647\u0627\u00bb \u0631\u0648 \u0645\u06cc\u200c\u0633\u0646\u062c\u0647.<\/p>\n\n\n\n<p>\u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647: \u0634\u0645\u0627 \u062f\u0648 \u0641\u0631\u06cc\u0645 \u0627\u0632 \u06cc\u0647 \u0648\u06cc\u062f\u06cc\u0648 \u062f\u0627\u0631\u06cc\u062f. \u062f\u0631 \u0641\u0631\u06cc\u0645 \u0627\u0648\u0644 \u0633\u0648\u0698\u0647 \u0644\u0628\u062e\u0646\u062f \u0645\u06cc\u200c\u0632\u0646\u0647 \u0648 \u062f\u0631 \u0641\u0631\u06cc\u0645 \u062f\u0648\u0645 \u0646\u0627\u062e\u0646\u200c\u0647\u0627\u0634 \u0642\u0631\u0645\u0632\u0647 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u0641\u0631\u06cc\u0645 \u0627\u0648\u0644 \u0633\u0641\u06cc\u062f \u0628\u0648\u062f\u0647. \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u0639\u062f\u062f\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0645\u06cc\u200c\u062f\u0647 \u06a9\u0647 \u0646\u0634\u0648\u0646 \u0645\u06cc\u200c\u062f\u0647 \u0627\u06cc\u0646 \u062f\u0648 \u0641\u0631\u06cc\u0645 \u0686\u0642\u062f\u0631 \u00ab\u0634\u0628\u06cc\u0647\u00bb \u0647\u0645 \u0647\u0633\u062a\u0646. \u0647\u0631 \u0686\u0647 \u0627\u06cc\u0646 \u0639\u062f\u062f \u06a9\u0645\u062a\u0631 \u0628\u0627\u0634\u0647\u060c \u06cc\u0639\u0646\u06cc \u0645\u062f\u0644 AI \u0628\u0647\u062a\u0631 \u062a\u0648\u0646\u0633\u062a\u0647 \u0635\u0648\u0631\u062a \u0631\u0648 \u062b\u0627\u0628\u062a \u0646\u06af\u0647 \u062f\u0627\u0631\u0647.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062a\u06a9\u0646\u06cc\u06a9-\u0647\u0627\u06cc-\u0633\u0627\u062f\u0647-\u0628\u0631\u0627\u06cc-\u0628\u0647\u0628\u0648\u062f-\u0627\u0646\u0633\u062c\u0627\u0645-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc-\u0647\u0648\u0634-\u0645\u0635\u0646\u0648\u0639\u06cc\"><strong>\u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong><\/h2>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631 \u0634\u062f\u0646 \u0628\u0647 \u00ab\u0648\u06cc\u062f\u06cc\u0648\u06cc \u0648\u0627\u0642\u0639\u06cc\u00bb\u060c \u0686\u0646\u062f \u0631\u0648\u0634 \u0639\u0645\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0647 \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u062f \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc AI \u062e\u0648\u062f\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0647\u0632\u06cc\u0646\u0647\u200c\u06cc \u0647\u0648\u06cc\u062a\u06cc (Identity Loss)<br><\/strong> \u06cc\u0647 \u062a\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u0645\u062f\u0644 \u0645\u06cc\u200c\u06af\u0647 \u00ab\u0627\u06af\u0631 \u0631\u0646\u06af \u0686\u0634\u0645 \u06cc\u0627 \u0632\u0627\u0648\u06cc\u0647 \u0686\u0647\u0631\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0631\u062f\u060c \u062c\u0631\u06cc\u0645\u0647 \u0634\u0648\u00bb. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0647 \u0645\u062f\u0644 \u0628\u06cc\u0634\u062a\u0631 \u062d\u0648\u0627\u0633\u0634 \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0627\u0634\u0647 \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u0628\u0647\u0628\u0648\u062f \u067e\u06cc\u062f\u0627 \u06a9\u0646\u0647.<br><\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u0631\u06cc\u0627\u0646 \u0646\u0648\u0631\u06cc (Optical Flow)<br><\/strong>\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u062f\u0648 \u0641\u0631\u06cc\u0645 \u067e\u0634\u062a \u0633\u0631 \u0647\u0645 \u062f\u0627\u0631\u06cc\u062f. \u0628\u0627 \u0645\u062d\u0627\u0633\u0628\u0647\u0654 \u062d\u0631\u06a9\u062a \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627 (\u0645\u062b\u0644 \u0646\u0642\u0634\u0647\u0654 \u062c\u0647\u062a \u0628\u0627\u062f \u0628\u0631\u0627\u06cc \u0635\u0648\u0631\u062a)\u060c \u0645\u06cc\u200c\u06af\u06cc\u062f \u00ab\u0627\u0644\u0627\u0646 \u062d\u0631\u06a9\u062a \u0686\u0634\u0645 \u06cc\u0627 \u06af\u0648\u0646\u0647\u200c\u0647\u0627 \u0686\u0637\u0648\u0631\u06cc\u0647\u00bb \u0648 \u0645\u062f\u0644 \u0631\u0648 \u0645\u062c\u0628\u0648\u0631 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f \u062a\u0627 \u062a\u063a\u06cc\u06cc\u0631\u06cc \u0646\u0627\u06af\u0647\u0627\u0646\u06cc \u062f\u0631 \u0635\u0648\u0631\u062a \u0627\u06cc\u062c\u0627\u062f \u0646\u06a9\u0646\u0647. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0647 \u0628\u0627\u0644\u0627 \u0622\u0648\u0631\u062f\u0646 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0647.<br><\/li>\n\n\n\n<li><strong>\u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a (Prompt Engineering)<br><\/strong> \u0645\u062b\u0644\u0627\u064b \u0628\u0647 \u062c\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u00ab\u0686\u0647\u0631\u0647\u200c\u06cc \u06cc\u06a9 \u0645\u0631\u062f\u00bb\u060c \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f \u00ab\u0686\u0647\u0631\u0647\u200c\u06cc \u06cc\u06a9 \u0645\u0631\u062f \u0628\u0627 \u0631\u06cc\u0634 \u06a9\u0648\u062a\u0627\u0647\u060c \u0627\u0628\u0631\u0648\u0647\u0627\u06cc \u067e\u0631\u0631\u0646\u06af \u0648 \u0644\u0628\u062e\u0646\u062f\u06cc \u0646\u0631\u0645\u00bb. \u0627\u06cc\u0646 \u062a\u0648\u0636\u06cc\u062d \u0627\u0636\u0627\u0641\u0647 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0647 \u0645\u062f\u0644 \u062f\u0631 \u0647\u0645\u0647\u0654 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627 \u0633\u0631\u0650 \u062c\u0632\u0626\u06cc\u0627\u062a \u0635\u0648\u0631\u062a \u0645\u06a9\u062b \u06a9\u0646\u0647 \u0648 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 \u0628\u0631\u0647.<br><\/li>\n\n\n\n<li><strong>\u062a\u062f\u0648\u06cc\u0646 \u062f\u0633\u062a\u06cc (Frame-by-Frame Editing)<br><\/strong> \u0627\u06af\u0631 \u0647\u0646\u0648\u0632 \u0645\u062f\u0644 \u0628\u0647 \u0642\u062f\u0631 \u06a9\u0627\u0641\u06cc \u062b\u0627\u0628\u062a \u0646\u06cc\u0633\u062a\u060c \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u062f \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0645\u0634\u06a9\u0644\u200c\u062f\u0627\u0631 \u0631\u0648 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u062f\u0631 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 Premiere \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u06cc\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0645\u0637\u0645\u0626\u0646 \u0645\u06cc\u200c\u0634\u06cc\u062f \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u0646\u0647\u0627\u06cc\u06cc \u0627\u0645\u062a\u06cc\u0627\u0632 \u062e\u0648\u0628\u06cc \u062f\u0631 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0627\u0631\u0647.<\/li>\n<\/ol>\n\n\n\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: <a href=\"https:\/\/inverseschool.com\/blog\/article\/video-content-with-ai\/\">\u0686\u0637\u0648\u0631 \u06cc\u06a9\u200c\u0646\u0641\u0631\u0647\u060c \u0628\u0627 \u0633\u0648\u067e\u0631 \u062f\u0648\u0631\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u0628\u0627 AI \u06a9\u0627\u0631 \u06cc\u0647 \u0627\u0633\u062a\u0648\u062f\u06cc\u0648 \u0631\u0648 \u0627\u0646\u062c\u0627\u0645 \u0628\u062f\u06cc\u0645\u061f<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0645\u062d\u062f\u0648\u062f\u06cc\u062a-\u0647\u0627-\u0648-\u0645\u0633\u06cc\u0631-\u0622\u06cc\u0646\u062f\u0647-nbsp\"><strong>\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627 \u0648 \u0645\u0633\u06cc\u0631 \u0622\u06cc\u0646\u062f\u0647&nbsp;<\/strong><\/h2>\n\n\n\n<p>\u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u062f\u0627\u062f\u0647\u200c\u0627\u0646 \u0628\u0631\u0627\u06cc \u0628\u0647\u062a\u0631 \u0634\u062f\u0646 \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647\u060c \u0628\u0627\u06cc\u062f \u0628\u0647 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0634\u062e\u0635\u06cc\u062a \u062f\u0631 \u0627\u0648\u0646\u200c\u0647\u0627 \u062d\u0636\u0648\u0631 \u062f\u0627\u0631\u0646 \u0647\u0645 \u062a\u0648\u062c\u0647 \u0628\u0634\u0647. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647\u060c \u0627\u0646\u0633\u062c\u0627\u0645 \u06a9\u0644 \u0628\u062f\u0646 (Full-Body Consistency) \u0634\u0627\u0645\u0644 \u0648\u0636\u0639\u06cc\u062a \u0627\u0646\u062f\u0627\u0645\u200c\u0647\u0627\u060c \u062d\u0631\u06a9\u062a\u200c\u0647\u0627 \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u06cc\u0646 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627 \u0647\u0645 \u0628\u0627\u06cc\u062f \u0628\u0631\u0631\u0633\u06cc \u0628\u0634\u0647.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc-\u0639\u0645\u0644\u06cc-\u0628\u0631\u0627\u06cc-\u0633\u0627\u0632\u0646\u062f\u06af\u0627\u0646-\u0648-\u06a9\u0633\u0628-\u0648\u06a9\u0627\u0631\u0647\u0627\"><strong>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u0632\u0646\u062f\u06af\u0627\u0646 \u0648 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627<\/strong><\/h2>\n\n\n\n<p>\u062d\u0627\u0644\u0627 \u0633\u0624\u0627\u0644 \u0645\u0647\u0645 \u0627\u06cc\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 \u0686\u0631\u0627 \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0648 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u062a\u0648\u0646 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u0647\u061f \u062f\u0631 \u0635\u0646\u0639\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 \u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u060c \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u0627\u0646\u06cc\u0645\u06cc\u0634\u0646\u060c \u062b\u0628\u0627\u062a \u0628\u0635\u0631\u06cc \u0648 \u0642\u0627\u0628\u0644\u200c\u0628\u0627\u0648\u0631 \u0628\u0648\u062f\u0646 \u0634\u062e\u0635\u06cc\u062a\u200c\u0647\u0627 \u062d\u06cc\u0627\u062a\u06cc\u0647. \u0647\u0631\u06af\u0648\u0646\u0647 \u0636\u0639\u0641 \u062f\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u0627\u062b\u0631\u06af\u0630\u0627\u0631\u06cc \u067e\u06cc\u0627\u0645 \u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc \u06cc\u0627 \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0648 \u06a9\u0627\u0647\u0634 \u0628\u062f\u0647.<\/p>\n\n\n\n<p>\u0627\u06af\u0631 \u0634\u0645\u0627 \u0647\u0645 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u200c\u0647\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0647\u0633\u062a\u06cc\u062f\u060c <strong>\u00ab\u0633\u0648\u067e\u0631 \u062f\u0648\u0631\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u00bb<\/strong> \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0645\u062f\u0631\u0633\u0647 \u0627\u06cc\u0646\u0648\u0631\u0633 \u0628\u0631\u06af\u0632\u0627\u0631 \u0645\u06cc\u200c\u0634\u0647\u060c \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0631\u0627\u06cc \u0631\u0641\u0639 \u0647\u0645\u06cc\u0646 \u0646\u06cc\u0627\u0632 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0645\u0633\u06cc\u0631\u06cc \u06a9\u0627\u0645\u0644 \u0648 \u0642\u062f\u0645\u200c\u0628\u0647\u200c\u0642\u062f\u0645 \u0627\u0632 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062f\u0631\u0633\u062a (\u0645\u062b\u0644 ChatGPT \u0628\u0631\u0627\u06cc \u0645\u062a\u0646 \u0648 \u0633\u0646\u0627\u0631\u06cc\u0648\u060c Runway \u0648 Krea \u0628\u0631\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648\u060c \u0648 ElevenLabs \u0628\u0631\u0627\u06cc \u0635\u062f\u0627) \u062a\u0627 \u062a\u062f\u0648\u06cc\u0646 \u0646\u0647\u0627\u06cc\u06cc \u0648 \u062f\u0633\u062a\u06cc \u0628\u0627 Premiere \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647.<\/p>\n\n\n\n<p>\u0648\u06cc\u0698\u06af\u06cc \u0628\u0627\u0631\u0632 \u0627\u06cc\u0646 \u0633\u0648\u067e\u0631\u062f\u0648\u0631\u0647\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u0627\u0645\u0644 \u06cc\u06a9 \u0648\u0631\u06a9\u200c\u0641\u0644\u0648\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0632 \u0627\u06cc\u062f\u0647 \u0627\u0648\u0644\u06cc\u0647 \u062a\u0627 \u0648\u06cc\u062f\u06cc\u0648 \u0646\u0647\u0627\u06cc\u06cc\u0647. \u062a\u0645\u0631\u06cc\u0646\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u062f\u0642\u06cc\u0642 (\u0645\u062b\u0644 \u062a\u0645\u0631\u06cc\u0646\u200c\u0647\u0627\u06cc \u062d\u0641\u0638 \u0631\u06cc\u062a\u0645 \u0648 \u0627\u0646\u0633\u062c\u0627\u0645)\u060c \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0631\u0648 \u0645\u06cc\u200c\u062f\u0646 \u06a9\u0647 \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0648\u0646 \u06a9\u06cc\u0641\u06cc\u062a\u06cc \u0631\u0648 \u0628\u0647 \u062f\u0633\u062a \u0628\u06cc\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0645\u062e\u0627\u0637\u0628 \u0627\u0645\u0631\u0648\u0632 \u0627\u0632 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0631\u0647.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0646\u0648\u06cc\u0633\u0646\u062f\u0647:&nbsp;<\/strong><\/h2>\n\n\n\n<p>\u062f\u0631 \u06a9\u0646\u0641\u0631\u0627\u0646\u0633 PP-RAI 2025\u060c \u062a\u06cc\u0645\u06cc \u0627\u0632 TCL Research Europe \u0648 TCL Research America \u0628\u0631\u0627\u06cc \u0646\u062e\u0633\u062a\u06cc\u0646\u200c\u0628\u0627\u0631 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0648 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u0647 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f. \u067e\u06cc\u0634 \u0627\u0632 \u0627\u06cc\u0646\u060c \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 <strong>VBench<\/strong> \u062f\u0631 CVPR 2024 \u0648 <strong>AIGCBench<\/strong> \u062f\u0631 TBench 2024 \u062c\u0646\u0628\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u06a9\u06cc\u0641\u06cc\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0631\u0648 (\u0627\u0632 \u0631\u0648\u0627\u0646\u06cc \u062d\u0631\u06a9\u062a \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u062a\u0637\u0627\u0628\u0642 \u0628\u0627 \u067e\u0631\u0627\u0645\u067e\u062a) \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u0647 \u0628\u0648\u062f\u0646\u060c \u0627\u0645\u0627 \u062a\u0645\u0631\u06a9\u0632\u0634\u0648\u0646 \u0631\u0648\u06cc \u0635\u0648\u0631\u062a \u0646\u0628\u0648\u062f\u0647. \u0646\u0633\u062e\u0647\u200c\u06cc \u06f2.\u06f0 <strong>VBench<\/strong> (\u06f2\u06f0\u06f2\u06f5) \u0627\u0628\u0639\u0627\u062f \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u062a\u0631\u06cc \u0645\u062b\u0644 Human Fidelity \u0648 Controllability \u0631\u0648 \u0647\u0645 \u0628\u0647 \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u061b \u0627\u0645\u0627 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u062a\u0646\u0647\u0627 \u0631\u0648\u06cc \u062b\u0628\u0627\u062a \u0686\u0647\u0631\u0647 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0634\u062f\u0647 \u0648 \u0628\u0627 \u062f\u0642\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u0648\u0636\u0639\u06cc\u062a \u0686\u0634\u0645\u200c\u0647\u0627\u060c \u062d\u0627\u0644\u062a \u0644\u0628 \u0648 \u062e\u0637\u0648\u0637 \u0635\u0648\u0631\u062a \u0631\u0648 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0647. \u0628\u0627 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u0633\u062c\u0627\u0645 \u0686\u0647\u0631\u0647 \u0645\u06cc\u200c\u0634\u0647 \u0628\u0647\u200c\u0633\u0627\u062f\u06af\u06cc \u0641\u0647\u0645\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u06a9\u062f\u0648\u0645 \u0645\u062f\u0644\u060c \u0634\u062e\u0635\u06cc\u062a\u200c\u0647\u0627 \u06a9\u0645\u062a\u0631 \u062f\u0686\u0627\u0631 \u062a\u063a\u06cc\u06cc\u0631 \u0638\u0627\u0647\u0631\u06cc \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u0645\u06cc\u200c\u0634\u0646<\/p>\n\n\n\n<p><strong>\u0647\u0631 \u0639\u062f\u062f \u0648 \u0646\u062a\u06cc\u062c\u0647\u200c\u0627\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0648\u0634\u062a\u0647 \u0645\u06cc\u200c\u0628\u06cc\u0646\u06cc\u062f\u060c \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u0633\u0647 \u0645\u0646\u0628\u0639 \u062f\u0627\u0646\u0634\u06af\u0627\u0647\u06cc \u0628\u0647\u200c\u0631\u0648\u0632 \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647: (\u06f1) \u0645\u0642\u0627\u0644\u0647\u0654 \u00ab<\/strong><a href=\"https:\/\/arxiv.org\/html\/2505.11425v1\"><strong>Face Consistency Benchmark for GenAI Video<\/strong><\/a><strong>\u00bb \u0646\u0648\u0634\u062a\u0647\u0654 \u062a\u06cc\u0645 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc TCL \u06a9\u0647 \u062f\u0631 \u06a9\u0646\u0641\u0631\u0627\u0646\u0633 PP-RAI \u06f2\u06f0\u06f2\u06f5 \u067e\u0630\u06cc\u0631\u0641\u062a\u0647 \u0634\u062f\u0647\u060c (\u06f2) \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 VBench (\u0646\u0633\u062e\u0647\u0654 \u0627\u0648\u0644\u06cc\u0647 \u062f\u0631 CVPR \u06f2\u06f0\u06f2\u06f4 \u0648 \u0646\u0633\u062e\u0647\u0654 \u06af\u0633\u062a\u0631\u062f\u0647 VBench-2.0 \u062f\u0631 \u06f2\u06f0\u06f2\u06f5) \u0648 (\u06f3) \u0686\u0627\u0631\u0686\u0648\u0628 AIGCBench \u06a9\u0647 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f4 \u0628\u0631\u0627\u06cc \u0633\u0646\u062c\u0634 \u06a9\u06cc\u0641\u06cc\u062a \u06a9\u0644\u06cc \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc AI \u0645\u0646\u062a\u0634\u0631 \u0634\u062f.\u200c<\/strong><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-1 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/inverseschool.com\/course\/AI-Video-Creation\">\u062b\u0628\u062a\u200c\u0646\u0627\u0645 \u062f\u0631 \u0633\u0648\u067e\u0631 \u062f\u0648\u0631\u0647<\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u0627\u06af\u0631 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646\u060c \u0645\u062e\u0635\u0648\u0635\u0627\u064b \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 \u06cc\u0648\u062a\u06cc\u0648\u0628\u060c \u0627\u06cc\u0646\u0633\u062a\u0627\u06af\u0631\u0627\u0645 \u06cc\u0627 Vimeo \u0628\u06af\u0631\u062f\u06cc\u062f\u060c \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc 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