{"id":8242,"date":"2026-05-16T23:14:31","date_gmt":"2026-05-16T15:14:31","guid":{"rendered":"https:\/\/infernews.com\/blog\/omnidoc-tokenbench\/"},"modified":"2026-05-16T23:14:31","modified_gmt":"2026-05-16T15:14:31","slug":"omnidoc-tokenbench","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/omnidoc-tokenbench\/","title":{"rendered":"OmniDoc-TokenBench\uff1a\u6587\u4ef6\u5716\u7247\u91cd\u5efa\u8a66\u91d1\u77f3"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/bench-ccf4d15c6091.jpg\" alt=\"OmniDoc-TokenBench\"><\/figure>\n<p>\u5982\u679c\u4f60\u6709\u7559\u610f AI \u5716\u50cf\u6a21\u578b\uff0c\u6703\u77e5\u9053\u4e00\u822c\u5716\u7247\u8a55\u5206\u672a\u5fc5\u80fd\u53cd\u6620\u300c\u6587\u5b57\u6709\u5187\u8d70\u6a23\u300d\u3002OmniDoc-TokenBench \u7684\u91cd\u9ede\uff0c\u6b63\u6b63\u662f\u91dd\u5c0d\u6587\u4ef6\u985e\u5716\u7247\u505a\u8a55\u6e2c\uff0c\u5c24\u5176\u9069\u5408\u6aa2\u67e5 VAE \u91cd\u5efa\u4e4b\u5f8c\uff0c\u9801\u9762\u4e0a\u7684\u5b57\u4ef2\u8b80\u5514\u8b80\u5f97\u6e05\u3002<\/p>\n<p>\u5b83\u63d0\u4f9b\u7d04 3,000 \u5f35\u6a23\u672c\uff0c\u6db5\u84cb\u66f8\u672c\u3001\u6295\u5f71\u7247\u3001\u8a66\u5377\u3001\u5b78\u8853\u8ad6\u6587\u3001\u96dc\u8a8c\u3001\u8ca1\u52d9\u5831\u544a\u3001\u5831\u7d19\u8207\u7b46\u8a18\u7b49\u985e\u578b\uff0c\u4e26\u4e14\u540c\u6642\u6709\u4e2d\u82f1\u6587\u5167\u5bb9\u3002\u76f8\u6bd4\u53ea\u770b\u666e\u901a\u756b\u8cea\u5206\u6578\uff0c\u9019\u500b\u57fa\u6e96\u591a\u52a0\u4e86 OCR \u76f8\u95dc\u6bd4\u5c0d\uff0c\u8f03\u8cbc\u8fd1\u771f\u5be6\u4f7f\u7528\u60c5\u5883\uff0c\u56e0\u70ba\u6587\u4ef6\u5716\u7247\u6700\u91cd\u8981\u7684\u5f80\u5f80\u4e0d\u662f\u300c\u975a\u300d\uff0c\u800c\u662f\u300c\u5b57\u6e96\u300d\u3002<\/p>\n<p>\u4e0a\u624b\u65b9\u5f0f\u5927\u81f4\u7b97\u76f4\u63a5\uff1a\u5148\u4e0b\u8f09\u8cc7\u6599\u96c6\uff0c\u518d\u7528\u5b83\u9644\u5e36\u7684\u8a55\u6e2c\u5de5\u5177\uff0c\u5c07\u4f60\u7684\u91cd\u5efa\u5716\u7247\u8207\u539f\u5716\u6bd4\u8f03\u3002\u5de5\u5177\u6703\u8f38\u51fa\u6574\u9ad4\u7d50\u679c\uff0c\u4e5f\u53ef\u770b\u5230\u9010\u5f35\u5716\u7247\u7684 OCR \u8207\u5b57\u4e32\u8ddd\u96e2\u8868\u73fe\uff1b\u4e0d\u904e\u90e8\u5206\u6307\u6a19\u9996\u6b21\u57f7\u884c\u6642\u9700\u8981\u984d\u5916\u4e0b\u8f09\u6a21\u578b\u6b0a\u91cd\uff0c\u800c OCR \u9810\u8a2d\u4ea6\u504f\u5411 CPU\uff0c\u505a\u5927\u6279\u91cf\u6e2c\u8a66\u6642\u53ef\u80fd\u8981\u7559\u610f\u901f\u5ea6\u3002<\/p>\n<p>\u503c\u5f97\u7559\u610f\u7684\u662f\uff0c\u5b83\u4e0d\u662f\u55ae\u9760 PSNR\u3001SSIM \u9019\u985e\u50b3\u7d71\u6307\u6a19\uff0c\u800c\u662f\u52a0\u5165 LPIPS\u3001FID\uff0c\u4ee5\u53ca\u4ee5 OCR \u70ba\u57fa\u790e\u7684 NED\u3002\u5c0d\u6587\u4ef6\u4efb\u52d9\u4f86\u8aaa\uff0cNED \u7279\u5225\u5be6\u7528\uff0c\u56e0\u70ba\u5b83\u66f4\u80fd\u53cd\u6620\u6587\u5b57\u5167\u5bb9\u6709\u5187\u88ab\u6539\u932f\uff1b\u9019\u4ea6\u662f\u5b83\u76f8\u5c0d\u4e00\u822c\u5f71\u50cf\u57fa\u6e96\u8f03\u6709\u91dd\u5c0d\u6027\u7684\u5730\u65b9\u3002<\/p>\n<ul>\n<li>\u9069\u5408\u8a55\u4f30\u6587\u5b57\u5bc6\u96c6\u7684\u6587\u4ef6\u5716\u7247\u91cd\u5efa\u6548\u679c<\/li>\n<li>\u8cc7\u6599\u6db5\u84cb\u4e5d\u985e\u6587\u4ef6\uff0c\u4e2d\u82f1\u6587\u90fd\u6709<\/li>\n<li>\u652f\u63f4 PSNR\u3001SSIM\u3001LPIPS\u3001FID\u3001NED \u7b49\u591a\u7a2e\u91cf\u5ea6\u65b9\u5f0f<\/li>\n<li>\u53ef\u8f38\u51fa\u6574\u9ad4\u5206\u6578\uff0c\u4e5f\u53ef\u67e5\u770b\u9010\u5f35\u5716\u7247\u7d50\u679c<\/li>\n<li>\u6587\u4e2d\u63d0\u5230\u76f8\u95dc\u6a21\u578b\u80cc\u666f\u4f86\u81ea <strong>Qwen-Image-VAE-2.0<\/strong>\uff0c\u4e26\u6bd4\u8f03\u4e0d\u540c\u58d3\u7e2e\u8a2d\u5b9a\u8207\u5176\u4ed6 VAE \u8868\u73fe<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u662f\u505a\u6587\u4ef6\u6578\u78bc\u5316\u3001OCR \u524d\u8655\u7406\u3001\u58d3\u7e2e\u91cd\u5efa\uff0c\u6216\u8005\u6b63\u6e2c\u8a66\u5716\u50cf\u81ea\u7de8\u78bc\u6a21\u578b\uff0c\u9019\u500b\u5c08\u6848\u5e7e\u6709\u53c3\u8003\u50f9\u503c\u3002\u5c0d\u4e00\u822c\u8b80\u8005\u800c\u8a00\uff0c\u53ef\u4ee5\u5c07\u5b83\u7406\u89e3\u6210\u4e00\u628a\u5c08\u70ba\u300c\u6587\u4ef6\u5716\u7247\u6587\u5b57\u4fdd\u771f\u300d\u800c\u8a2d\u7684\u5c3a\uff0c\u5e6b\u4f60\u5206\u6e05\u6a21\u578b\u7a76\u7adf\u53ea\u662f\u756b\u9762\u9806\u773c\uff0c\u9084\u662f\u771f\u7684\u4fdd\u4f4f\u5167\u5bb9\u3002<\/p>\n<p><strong>\u7db2\u5740\uff1a<\/strong> <a href=\"https:\/\/github.com\/alibaba\/OmniDoc-TokenBench\" rel=\"noopener noreferrer\">https:\/\/github.com\/alibaba\/OmniDoc-TokenBench<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u500b\u5c08\u6848\u4e0d\u662f\u751f\u6210\u5716\u7247\u5de5\u5177\uff0c\u800c\u662f\u7528\u4f86\u91cf\u5ea6\u6587\u4ef6\u5716\u7247\u91cd\u5efa\u6548\u679c\u7684\u57fa\u6e96\u3002\u7279\u5225\u9069\u5408\u91cd\u8996\u6587\u5b57\u6e05\u6670\u5ea6\u7684\u5f71\u50cf\u6a21\u578b\u6e2c\u8a66\u3002<\/p>\n","protected":false},"author":8,"featured_media":8241,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[133,149,197],"tags":[],"class_list":["post-8242","post","type-post","status-publish","format-standard","hentry","category-133","category-149","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8242","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=8242"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8242\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8241"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8242"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8242"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8242"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}