{"id":33187,"date":"2025-09-20T12:08:29","date_gmt":"2025-09-20T04:08:29","guid":{"rendered":"https:\/\/aicats.wiki\/?p=33187"},"modified":"2025-09-20T12:08:29","modified_gmt":"2025-09-20T04:08:29","slug":"vl%e6%98%af%e4%bb%80%e9%ba%bc%ef%bc%9f-2025%e5%b9%b4%e6%9c%80%e5%80%bc%e5%be%97%e9%97%9c%e6%b3%a8%e7%9a%84ai%e8%a6%96%e8%a6%ba%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8b%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/09\/20\/33187-html","title":{"rendered":"VL\u662f\u4ec0\u9ebc\uff1f 2025\u5e74\u6700\u503c\u5f97\u95dc\u6ce8\u7684AI\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>VL\uff08\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff09<\/strong>\u4f5c\u70ba\u4eba\u5de5\u667a\u6167\u9818\u57df2025\u5e74\u6700\u71b1\u9580\u8da8\u52e2\u4e4b\u4e00\uff0c\u80fd<strong><a href=\"https:\/\/aicats.wiki\/tw\/2025\/09\/12\/43606-html\/\" title=\"lumalabs AI\u5f71\u7247\u7522\u751f\u5de5\u4ff1\u5168\u9762\u89e3\u6790\uff1a\u8a2d\u8a08\u5e2b\u8207\u5167\u5bb9\u5275\u4f5c\u8005\u5fc5\u8b80\u6307\u5357\">\u540c\u6642\u7406\u89e3\u4e26\u7522\u751f\u6587\u5b57\u3001\u5716\u7247\u3001\u5f71\u7247\u7b49\u591a\u6a21\u614b\u6578\u64da<\/a><\/strong>\u3002\u672c\u6587\u5f9e<strong>\u65b0\u805e\u5831\u9053\u89d2\u5ea6<\/strong>\uff0c\u8a73\u89e3VL\u6a21\u578b\u5b9a\u7fa9\u3001\u767c\u5c55\u8108\u7d61\u3001\u4e3b\u6d41\u7522\u54c1\u76e4\u9ede\u3001\u6838\u5fc3\u80fd\u529b\u3001\u7522\u696d\u61c9\u7528\u5c55\u671b\u4ee5\u53ca\u672a\u4f86\u6280\u8853\u6311\u6230\uff0c\u914d\u5408\u7cbe\u9078\u8868\u683c\u3001\u699c\u55ae\u8207\u5be6\u7528\u5de5\u5177\u6e05\u55ae\uff0c\u5e6b\u52a9\u4f60\u4fc2\u7d71\u638c\u63e1\u65b0\u4e00\u4ee3VLM\u6280\u8853\u8207\u5be6\u969b\u50f9\u503c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1883\" height=\"1011\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/09\/image-346.png\" alt=\"VL\u662f\u4ec0\u9ebc\uff1f 2025\u5e74\u6700\u503c\u5f97\u95dc\u6ce8\u7684AI\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u6df1\u5ea6\u89e3\u6790\" class=\"wp-image-47801\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>VL\u7684\u57fa\u672c\u5b9a\u7fa9\u8207\u767c\u5c55\u8108\u7d61<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4ec0\u9ebc\u662fVL\uff1f\u5176\u6838\u5fc3\u7d44\u6210\u7d50\u69cb<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>VL\uff08Vision-Language Model\uff0c\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff09<\/strong>\u662f\u4e00\u985e\u80fd\u540c\u6642\u8655\u7406\u300c\u5f71\u50cf\uff08\u5f71\u7247\uff09\u300d\u8207\u300c\u6587\u5b57\u300d\u7b49\u591a\u6a21\u614b\u8cc7\u8a0a\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\u3002\u5176\u5178\u578b\u67b6\u69cb\u5305\u62ec<strong>\u8996\u89ba\u7de8\u78bc\u5668<\/strong>\u4e0e<strong>\u8a9e\u8a00\u7de8\u78bc\u5668<\/strong>\uff0c\u5169\u8005\u7d93\u591a\u5c64\u795e\u7d93\u7db2\u8def\u878d\u5408\u8207\u8de8\u6a21\u614b\u5c0d\u9f4a\u5f8c\uff0c\u5177\u5099\u4e86\u300c\u8b80\u5716\u89e3\u610f\u300d\u300c\u4ee5\u6587\u751f\u5716\u300d\u300c\u4ee5\u5716\u554f\u7b54\u300d\u7b49\u80fd\u529b\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u95dc\u9375\u5b57\u89e3\u91cb\uff1aVL\u95dc\u9375\u8853\u8a9e<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u8853\u8a9e<\/th><th>\u5168\u7a31\/\u82f1\u6587<\/th><th>\u610f\u7fa9<\/th><\/tr><tr><td>VLM<\/td><td>Vision-Language Model<\/td><td>\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff0c\u662f\u73fe\u4ee3<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/ai\" title=\"\u67e5\u770b\u8207 AI \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">AI<\/a>\u591a\u6a21\u614b\u80fd\u529b\u7684\u6838\u5fc3\u4ee3\u8868<\/td><\/tr><tr><td>Encoder<\/td><td>\u7de8\u78bc\u5668<\/td><td>\u5c07\u5716\u50cf\u6216\u6587\u5b57\u8f49\u8b8a\u70ba\u53efAI\u7406\u89e3\u7684\u5411\u91cf<\/td><\/tr><tr><td>Multimodal AI<\/td><td>\u591a\u6a21\u614b\u4eba\u5de5\u667a\u6167<\/td><td>\u80fd\u540c\u6642\u8655\u7406\u591a\u7a2e\u8cc7\u8a0a\u985e\u578b\uff08\u5982\u5716\u50cf\u3001\u6587\u5b57\uff09\u7684AI<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u7684\u767c\u5c55\u91cc\u7a0b\u7891<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>VL\u6a21\u578b\u7684\u767c\u5c55\u7d93\u904e\u5e7e\u500b\u968e\u6bb5\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2019\u5e74\uff1aOpenAI\u767c\u5e03CLIP\u6a21\u578b\uff0c\u9996\u6b21\u5be6\u73fe\u5927\u898f\u6a21\u5716\u6587\u806f\u5408\u8a13\u7df4\uff1b<\/li>\n\n\n\n<li>2022\u5e74~2024\u5e74\uff1aDALL-E\u3001Stable Diffusion\u7b49\u751f\u6210\u5f0f\u6a21\u578b\u71b1\u9580\u5168\u7403\uff1b<\/li>\n\n\n\n<li>2024\u5e74\uff1aOpenAI GPT-4V\u3001Google Gemini 1.5 Pro\u3001\u591a\u5bb6\u4e2d\u6587VL\u6a21\u578b\u554f\u4e16\uff1b<\/li>\n\n\n\n<li><strong>2025\u5e74<\/strong>\uff1a\u6a21\u578b\u898f\u6a21\u66f4\u5927\u3001\u60c5\u5883\u7406\u89e3\u529b\u6975\u5f37\u7684VL\u7522\u54c1\u5f15\u9818\u65b0\u4e00\u8f2a\u7522\u696d\u8b8a\u9769\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>VL\u7522\u54c1\u4ee3\u8868\u8207\u529f\u80fd\u7279\u5fb5<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2025\u5e74\u4ee3\u8868\u6027\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u6bd4\u8f03\u8868<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u7522\u54c1\/\u6a21\u578b<\/th><th>\u767c\u5e03\u6a5f\u69cb<\/th><th>\u652f\u63f4\u8cc7\u6599\u985e\u578b<\/th><th>\u6700\u5927\u7279\u9ede<\/th><th>\u9069\u7528\u9818\u57df<\/th><th>\u8a66\u7528\/\u9ad4\u9a57\u5165\u53e3<\/th><\/tr><tr><td>GPT-4o<\/td><td>OpenAI<\/td><td>\u6587\u5b57\/\u5716\u50cf\/\u97f3\u983b<\/td><td>\u5168\u6a21\u614b\u3001\u63a8\u7406\u8207\u751f\u6210\u4e26\u91cd<\/td><td>\u667a\u6167\u52a9\u7406\u3001\u8fa6\u516c\u5ba4\u81ea\u52d5\u5316<\/td><td><a href=\"https:\/\/chat.openai.com\" target=\"_blank\" rel=\"noopener\" class=\"external\" >ChatGPT-4o<\/a><\/td><\/tr><tr><td>Gemini 1.5 Pro<\/td><td>Google<\/td><td>\u6587\u5b57\/\u5716\u50cf\/\u8996\u983b\/\u97f3\u983b<\/td><td>\u9577\u4e0a\u4e0b\u6587\u3001\u79d1\u5275\u80fd\u529b\u5f37<\/td><td>\u6559\u80b2\/\u641c\u5c0b\/\u5167\u5bb9\u5275\u4f5c<\/td><td><a href=\"https:\/\/gemini.google.com\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >Gemini<\/a><\/td><\/tr><tr><td>Deepseek-VL<\/td><td>DeepSeek<\/td><td>\u6587\u5b57\/\u5716\u50cf<\/td><td>\u4e2d\u6587\u4efb\u52d9\u8868\u73fe\u512a\u7570<\/td><td>\u4e2d\u6587\u641c\u5c0b\/\u8fa6\u516c<\/td><td><a href=\"https:\/\/vl.deepseek.com\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >DeepSeek-VL<\/a><\/td><\/tr><tr><td>Qwen-VL<\/td><td>\u963f\u91cc\u96f2<\/td><td>\u6587\u5b57\/\u5716\u50cf<\/td><td>\u5927\u898f\u6a21\u958b\u6e90\u591a\u8a9e\u8a00<\/td><td>\u884c\u696dAI\u3001\u81ea\u52d5\u554f\u7b54<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-VL\" target=\"_blank\" rel=\"noopener\" class=\"external\" >Qwen-VL on HuggingFace<\/a><\/td><\/tr><tr><td>LLaVA<\/td><td>\u793e\u5340\/\u591a\u65b9<\/td><td>\u6587\u5b57\/\u5716\u50cf<\/td><td>\u878d\u5408\u793e\u5340\u512a\u8cea\u8996\u89ba\u6578\u64da<\/td><td>\u958b\u6e90\u79d1\u5b78\u7814\u7a76\/\u61c9\u7528\u958b\u767c<\/td><td><a href=\"https:\/\/llava-vl.github.io\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >LLaVA\u9805\u76ee<\/a><\/td><\/tr><tr><td>Stable Diffusion<\/td><td>Stability<\/td><td>\u6587\u5b57\u751f\u6210\u5f71\u50cf(VL\u878d\u5408)<\/td><td>\u53ef\u81ea\u8a02\u3001\u53ef\u672c\u5730\u90e8\u7f72<\/td><td>\u8a2d\u8a08\/\u5275\u610f\/\u6559\u80b2<\/td><td><a href=\"https:\/\/stablediffusionweb.com\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >Stable Diffusion<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u4ee5\u4e0a\u90e8\u5206\u529f\u80fd\u53ef\u80fd\u56e0\u7522\u54c1\u7248\u672c\u66f4\u65b0\u800c\u7565\u6709\u8abf\u6574\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1897\" height=\"1010\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/09\/image-347.png\" alt=\"GPT-4o\u7522\u54c1\u4ecb\u9762\" class=\"wp-image-47809\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/openai.com\/chatgpt\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GPT-4o\u7522\u54c1\u4ecb\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>VL\u6a21\u578b\u7684\u6838\u5fc3\u529f\u80fd\u6e05\u55ae<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5716\u7247\u5167\u5bb9\u7406\u89e3<\/strong>\uff08\u5716\u50cf\u6587\u5b57\u63cf\u8ff0\uff09\uff1a\u81ea\u52d5\u7522\u751f\u5716\u7247\u5167\u5bb9\u6458\u8981\uff0c\u7cbe\u78ba\u63cf\u8ff0\u5716\u4e2d\u6587\u5b57\u3001\u7269\u4ef6\u3001\u5834\u666f\u3002<\/li>\n\n\n\n<li><strong>\u4ee5\u5716\u554f\u7b54<\/strong>\uff08VQA\uff0cVisual Question Answering\uff09\uff1a\u5716\u7247\/\u5f71\u7247\u5167\u5bb9\u81ea\u52d5\u554f\u7b54\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u6a21\u614b\u6aa2\u7d22<\/strong>\uff1a\u652f\u63f4\u6587\u5b57\u627e\u5716\u3001\u5716\u627e\u6587\u3001\u5f71\u7247\u5167\u5bb9\u7d22\u5f15\u7b49\u667a\u6167\u6aa2\u7d22\u3002<\/li>\n\n\n\n<li><strong>\u6587\u751f\u5716\/\u5716\u751f\u6587\u751f\u6210\u80fd\u529b<\/strong>\uff1a\u6587\u5b57\u751f\u6210\u9ad8\u54c1\u8cea\u8996\u89ba\u5167\u5bb9\uff0c\u4e5f\u53ef\u7528\u5716\u7247\u53cd\u5411\u751f\u6210\u6587\u5b57\u3002<\/li>\n\n\n\n<li><strong>\u6578\u5b78\/\u8868\u683c\/\u6d41\u7a0b\u5716\u8b58\u5225<\/strong>\uff1a\u516c\u5f0f\u3001\u8868\u683c\u89e3\u6790\u8207\u8996\u89ba\u5316\u7406\u89e3\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8a9e\u8a00\u76f8\u5bb9<\/strong>\uff1a\u652f\u63f4\u4e2d\u6587\u3001\u82f1\u6587\u7b49\u591a\u7a2e\u8a9e\u8a00\u8f38\u5165\u8f38\u51fa\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u5de5\u5177\u63a8\u85a6<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/yiyan.baidu.com\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >\u767e\u5ea6\u6587\u5fc3\u4e00\u8a00-\u591a\u6a21\u614b\u5927\u6a21\u578b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/xinghuo.xfyun.cn\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >\u8a0a\u98db\u661f\u706b-\u591a\u6a21\u614bAI<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/huggingface.co\/spaces\/opencompass\/open_vlm_leaderboard\" target=\"_blank\" rel=\"noopener\" class=\"external\" >OpenVLM\u8a55\u6e2c\u5e73\u53f0<\/a>\uff1aVL\u6a21\u578b\u6548\u80fd\u6392\u884c\u699c<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>VL\u61c9\u7528\u71b1\u9ede\uff1a2025\u5e74\u71b1\u9580\u7522\u696d\u5834\u666f<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5167\u5bb9\u5275\u4f5c\u8207\u8a2d\u8a08\u667a\u6167\u5316<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52d5\u914d\u5716<\/strong>\uff1a\u65b0\u805e\u7de8\u8f2f\u3001\u5167\u5bb9\u96fb\u5546\u53ef\u85c9\u52a9VL\u4ee5\u4e00\u6bb5\u63cf\u8ff0\u76f4\u63a5\u751f\u6210\u7f8e\u5b78\u7d71\u4e00\u7684\u5716\u7247\u7d20\u6750\u3002<\/li>\n\n\n\n<li><strong>AI\u7e6a\u756b&amp;\u52d5\u6f2b\u751f\u7522<\/strong>\uff1a\u52a9\u529bAI\u6f2b\u756b\u3001\u52d5\u756b\u3001\u63d2\u756b\u7b49\u5ba2\u88fd\u5316\u751f\u7522\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/my_prefix_1755381682.png\" alt=\"Gemini\u7522\u54c1\u4ecb\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/gemini.google.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Gemini\u7522\u54c1\u4ecb\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u667a\u6167\u8fa6\u516c\u5ba4\u8207\u7121\u969c\u7919\u4ea4\u4e92<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6587\u6a94\u8996\u89ba\u7406\u89e3\u8207\u6458\u8981<\/strong>\uff1a\u81ea\u52d5\u9451\u5225\u3001\u6b78\u7d0d\u8868\u683c\u3001\u767c\u7968\u3001PPT\u622a\u5716\u7b49\u3002<\/li>\n\n\n\n<li><strong>AI\u52a9\u7406\u201c\u770b\u5716\u8aaa\u8a71\u201d<\/strong>\uff1a\u8f14\u52a9\u8996\u969c\u7fa4\u9ad4\uff0cAI\u8b1b\u8ff0\u5834\u666f\/\u5716\u7247\u5167\u5bb9\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/my_prefix_1755381683.png\" alt=\"Qwen-VL\u7522\u54c1\u9801\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/huggingface.co\/Qwen\/Qwen-VL\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Qwen-VL\u7522\u54c1\u9801\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u79d1\u5b78\u7814\u7a76\u5275\u65b0\u8207\u5c08\u696d\u8996\u89ba\u9818\u57df<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u91ab\u5b78\u5f71\u50cf\u667a\u80fd\u5206\u6790<\/strong>\uff1aVL\u70ba\u91ab\u5e2b\u521d\u6b65\u89e3\u8b80CT\u3001MRI\u7b49\u5f71\u50cf\u3002<\/li>\n\n\n\n<li><strong>\u6559\u80b2\u8f14\u52a9<\/strong>\uff1a\u89e3\u7b54\u677f\u66f8\u7df4\u7fd2\u984c\u3001\u6578\u5b78\u516c\u5f0f\u8fa8\u8b58\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/my_prefix_1755381684.png\" alt=\"LLaVA\u5c08\u6848\u9801\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/llava-vl.github.io\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >LLaVA\u5c08\u6848\u9801\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u667a\u6167\u5b89\u9632\u8207\u81ea\u52d5\u99d5\u99db<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6a21\u614b\u76e3\u63a7<\/strong>\uff1a\u6587\u5b57\u6307\u4ee4\u63a7\u5236\u651d\u5f71\u6a5f\u3001\u5f71\u7247\u8fa8\u8b58\u9023\u52d5\u8b66\u544a\u3002<\/li>\n\n\n\n<li><strong>\u5716\u50cf\u8b80\u61c2\u4ea4\u901a\u5834\u666f<\/strong>\uff1a\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0\u8907\u96dc\u4ea4\u901a\u5f71\u50cf\uff0c\u63d0\u5347\u81ea\u52d5\u99d5\u99db\u667a\u6167\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/my_prefix_1755381686.png\" alt=\"Stable Diffusion\u4ecb\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/stablediffusionweb.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Stable Diffusion\u4ecb\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u7684\u7522\u696d\u6311\u6230\u8207\u79d1\u6280\u524d\u6cbf<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>VL\u6a21\u578b\u7684\u4e3b\u8981\u6311\u6230<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8cc7\u6599\u96b1\u79c1\u8207\u6a21\u578b\u5e7b\u89ba\u554f\u984c<\/strong><br>\u4e0d\u6070\u7576\u8a13\u7df4\u8cc7\u6599\u6613\u7522\u751f\u201cAI\u5e7b\u89ba\u201d\uff0c\u6d89\u654f\u611f\u8cc7\u8a0a\u9700\u56b4\u683c\u7ba1\u63a7\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u6cdb\u5316\u53ca\u591a\u5834\u666f\u843d\u5730\u96e3\u9ede<\/strong><br>\u5c0f\u6a23\u672c\u3001\u65b0\u5834\u666f\u9069\u61c9\u529b\u548c\u8907\u96dc\u591a\u6a21\u614b\u300c\u7406\u89e3\u8207\u63a8\u7406\u300d\u80fd\u529b\u6709\u5f85\u7a81\u7834\u3002<\/li>\n\n\n\n<li><strong>\u7b97\u529b\u8207\u843d\u5730\u6210\u672c\u58d3\u529b<\/strong><br>\u8d85\u5927VL\u6a21\u578b\u63a8\u7406\u8017\u8cc7\u6e90\uff0c2025\u5e74\u672c\u5730\u8f15\u91cf\u63a8\u7406\u8207\u5927\u6a21\u578b\u6df7\u5408\u8def\u7531\u6210\u63a2\u7d22\u65b9\u5411\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1883\" height=\"1009\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/09\/image-347.jpg\" alt=\"DeepSeek-VL\u5b98\u7db2\u622a\u5716\" class=\"wp-image-47806\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/deepseeksr1.com\/vl\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >DeepSeek-VL\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7522\u696d\u524d\u6cbf\u5831\u544a\u66f8\u6458<\/strong><\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6700\u65b0ARXIV\u8ad6\u6587\u53caOpenVLM\u7b49\u540d\u55ae\u986f\u793a\uff0cVL\u6a21\u578b\u5728<strong>\u6578\u7406\u63a8\u7406\u3001\u8907\u96dc\u5834\u666f\u7406\u89e3<\/strong>\u65b9\u9762\u5dee\u8ddd\u9010\u6f38\u7e2e\u5c0f\uff0c\u4f46\u5728\u300c\u4e8b\u5be6\u4e00\u81f4\u6027\u300d\u8207\u5927\u6279\u91cf\u901a\u7528\u8655\u7406\u80fd\u529b\u4ecd\u9762\u81e8\u6311\u6230\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2025\u5e74VL\u7522\u54c1\u6700\u65b0\u57fa\u6e96\u8a55\u4f30\u8207\u6392\u884c<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6e2c\u8a55\u57fa\u6e96<\/th><th>\u8a55\u6e2c\u5167\u5bb9<\/th><th>\u9069\u7528VL\u6a21\u578b<\/th><\/tr><tr><td>MathVista<\/td><td>\u5716\u50cf\/\u8868\u55ae\u4e2d\u7684\u6578\u5b78\u63a8\u7406<\/td><td>Gemini, GPT-4o<\/td><\/tr><tr><td>MMBench<\/td><td>OCR\u8207\u7a7a\u9593\u95dc\u4fc2<\/td><td>Qwen-VL, LLaVA<\/td><\/tr><tr><td>VQA, GQA<\/td><td>\u5716\u50cf\u554f\u7b54\/\u63a8\u7406<\/td><td>Deepseek-VL, GPT-4o<\/td><\/tr><tr><td>OCRBench<\/td><td>\u6587\u4ef6\u8b58\u5225<\/td><td>Gemini, Qwen<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u6e90\u8a55\u6e2c\u5de5\u5177\u63a8\u85a6\uff1a<a href=\"https:\/\/github.com\/open-compass\/VLMEvalKit\" target=\"_blank\" rel=\"noopener\" class=\"external\" >VLMEvalKit<\/a>\u3001<a href=\"https:\/\/github.com\/EvolvingLMMs-Lab\/lmms-eval\" target=\"_blank\" rel=\"noopener\" class=\"external\" >LMMs-Eval<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7d50\u8a9e<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201c\u300cVL\u300d\uff0d\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff0c2025\u5e74AI\u767c\u5c55\u4e0d\u53ef\u6216\u7f3a\u7684\u65b0\u652f\u6490\u3002\u5b83\u5c07\u5716\u7247\u3001\u6587\u5b57\u3001\u8072\u97f3\u3001\u5f71\u7247\u7b49\u591a\u6a21\u614b\u8cc7\u6599\u4e00\u7ad9\u5f0f\u7406\u89e3\u3001\u5206\u6790\u3001\u5275\u4f5c\uff0c\u9a45\u52d5\u5167\u5bb9\u5275\u4f5c\u3001\u8fa6\u516c\u5ba4\u81ea\u52d5\u5316\u3001\u79d1\u5b78\u7814\u7a76\u3001\u91ab\u7642\u8a3a\u65b7\u3001\u7121\u969c\u7919\u6e9d\u901a\u3001\u81ea\u52d5\u99d5\u99db\u7b49\u8b8a\u9769\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u96a8\u8457\u57fa\u790e\u6a21\u578b\u6301\u7e8c\u7a81\u7834\uff0c\u300cVL\u300d\u6a21\u5f0f\u5c07\u6210AI\u6700\u6838\u5fc3\u3001\u6700\u5177\u60f3\u50cf\u7684\u65b9\u5411\u3002\u4f01\u696d\u8207\u958b\u767c\u8005\u8acb\u7dca\u8ddf\u8457VL\u65b0\u5de5\u5177\uff0c\u638c\u63e1\u7522\u696d\u7d05\u5229\uff0c\u64c1\u62b1\u6a5f\u5668\u8996\u89ba\u8207\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\u878d\u5408\u5e36\u4f86\u7684\u6578\u4f4d\u65b0\u7d00\u5143\u3002<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>VL\uff08\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff09\u4f5c\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df2025\u5e74\u6700\u70ed\u95e8\u8d8b\u52bf\u4e4b\u4e00\uff0c\u80fd\u540c\u65f6\u7406\u89e3\u548c\u751f\u6210\u6587\u672c\u3001\u56fe\u7247\u3001\u89c6\u9891\u7b49\u591a\u6a21\u6001\u6570\u636e\u3002\u672c [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[305],"tags":[247,268,1155,1129],"content_visibility":[262],"class_list":["post-33187","post","type-post","status-publish","format-standard","hentry","category-ai-tools-platforms","tag-ai"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" 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