{"id":9685,"date":"2026-06-26T19:57:17","date_gmt":"2026-06-26T11:57:17","guid":{"rendered":"https:\/\/infernews.com\/blog\/wordart\/"},"modified":"2026-06-26T19:57:17","modified_gmt":"2026-06-26T11:57:17","slug":"wordart","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/wordart\/","title":{"rendered":"WATER\uff1aWordArt \u5834\u666f\u6587\u5b57\u8b58\u5225\u65b0\u7a81\u7834"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/overview-1.jpg\" alt=\"overview\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u500b\u7531\u5fa9\u65e6\u5927\u5b78\uff08\u4e0a\u6d77\u591a\u6a21\u614b\u5177\u8eab AI \u91cd\u9ede\u5be6\u9a57\u5ba4\uff09\u8207\u9a30\u8a0a WeChat Vision \u806f\u5408\u767c\u4f48\u7684\u7814\u7a76\u9805\u76ee\uff08\u5c6c\u65bc\u6578\u64da\u96c6\uff0b\u6a21\u578b\u57fa\u6e96\u7d44\u5408\uff09\uff0c\u540c\u6642\u6536\u9304\u65bc ECCV 2026\u3002\u91dd\u5c0d WordArt-oriented scene TExt Recognition\uff08WATER\uff09\u9019\u9805\u4efb\u52d9\uff0c\u539f\u6709 STR \u6578\u64da\u96c6\u8207\u65b9\u6cd5\u666e\u904d\u570d\u7e5e\u300c\u898f\u5247\u5834\u666f\u6587\u5b57\u300d\u8207\u300c\u56fa\u5b9a\u6a21\u677f\u8f38\u5165\u300d\u5efa\u69cb\uff0c\u96e3\u4ee5\u61c9\u5c0d WordArt \u9ad8\u5ea6\u81ea\u8a02\u7684\u5b57\u9ad4\u3001\u7d0b\u7406\u8207\u7248\u9762\uff0c\u56e0\u6b64\u8868\u73fe\u53d7\u9650\u3002WATER \u5f9e\u5169\u7aef\u7a81\u7834\uff1a\u6578\u64da\u65b9\u9762\u69cb\u5efa 2M \u898f\u6a21\u5408\u6210\u6578\u64da\u96c6 WATER-S\uff0c\u6a21\u578b\u65b9\u9762\u63d0\u51fa\u652f\u63f4\u4efb\u610f\u5f62\u72c0\u8f38\u5165\u7684 STR \u57fa\u7dda WATERec\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>WATER-S \u6578\u64da\u96c6\u8a2d\u8a08<\/strong>\u5305\u542b\u5169\u500b\u4e92\u88dc\u5b50\u96c6\uff1aWATER-T\uff081M\uff09\u7531 SynthWordArt \u6e32\u67d3\u5f15\u64ce\u900f\u904e 11,250 \u6b3e\u85dd\u8853\u5b57\u9ad4\u751f\u6210\uff0c\u63d0\u4f9b\u9ad8\u53ef\u63a7\u7684\u7cbe\u6e96\u5408\u6210\u6a23\u672c\uff1bWATER-Z\uff081M\uff09\u5247\u7d50\u5408 Qwen3-VL \u63d0\u793a\u8a5e\u6316\u6398\u8207 Z-Image \u5f71\u50cf\u5408\u6210\uff0c\u8986\u84cb\u66f4\u771f\u5be6\u4e14\u591a\u5143\u7684\u5834\u666f\u3002\u518d\u642d\u914d WATER-R\uff083.2M\uff0c\u6574\u7406\u81ea Union14M-L\u3001WordArt\u3001WAS-R \u4e26\u53bb\u91cd\uff09\u4f5c\u70ba\u771f\u5be6\u8a13\u7df4\u96c6\uff0c\u6574\u9ad4\u6578\u64da\u898f\u6a21\u8f03\u65e2\u6709\u85dd\u8853\u6587\u5b57\u6578\u64da\u63d0\u5347\u6578\u767e\u500d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>WATERec \u6a21\u578b\u67b6\u69cb<\/strong>\u63a1\u7528\u985e\u4f3c NaViT \u7684\u7de8\u78bc\u5668\u642d\u914d RoPE\uff0c\u652f\u63f4\u4efb\u610f\u5f62\u72c0\u8f38\u5165\uff0c\u518d\u4ee5\u81ea\u56de\u6b78\u89e3\u78bc\u5668\u8655\u7406\u8907\u96dc\u7248\u9762\uff0c\u5f9e\u7d50\u69cb\u4e0a\u6253\u7834\u56fa\u5b9a\u6a21\u677f STR \u7684\u74f6\u9838\u3002\u5728 WordArt-Bench \u4e0a\u4ee5 90.40% \u6e96\u78ba\u7387\u6210\u70ba\u9996\u500b\u7a81\u7834 90% \u7684\u7d50\u679c\uff0c\u5927\u5e45\u8d85\u8d8a HunyuanOCR\uff0881.54%\uff09\u53ca\u5176\u4ed6\u901a\u7528\u6216 OCR \u5c08\u7528\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f7f\u7528\u65b9\u6cd5<\/strong>\u9700\u914d\u5408\u5916\u90e8\u8cc7\u6e90\uff1aWATERec \u8a13\u7df4\u8207\u63a8\u7406\u7a0b\u5f0f\u78bc\u4f4d\u65bc OpenOCR-WATERec \u5009\u5eab\uff1b\u6a21\u578b\u6b0a\u91cd\u3001\u6578\u64da\u96c6\uff08\u5305\u542b WordArt-Bench\uff09\u3001273K \u689d WATER-Z \u63d0\u793a\u8a5e\u6a21\u677f\u8207 112K \u6b3e\u85dd\u8853\u5b57\u9ad4\u7686\u8a17\u7ba1\u65bc HuggingFace\u3002\u8907\u88fd\u672c\u5009\u5eab\u5f8c\uff0c\u53ef\u900f\u904e SynthWordArt\/ \u76ee\u9304\u53d6\u5f97 WATER-T \u6e32\u67d3\u6d41\u7a0b\uff0cprompts\/ \u76ee\u9304\u63d0\u4f9b caption_mining.py \u8207 fewshot_expansion.py \u5169\u968e\u6bb5\u63d0\u793a\u8a5e\u6316\u6398\uff0cZ-Image\/gen_zimage.py \u652f\u63f4\u591a GPU \u4e26\u884c\u751f\u6210\uff0ceval_vlm\/ \u5247\u6574\u5408 Qwen3-VL-8B\u3001InternVL3.5-8B\u3001GOT-OCR2.0\u3001DeepSeek-OCR-2\u3001PaddleOCR-VL\u3001PP-OCRv5\u3001HunyuanOCR\u3001Nemotron-VL-8B \u7b49\u57fa\u7dda\u8a55\u6e2c\u8173\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981\uff1a<\/strong><br \/>\n&#8211; \u5fa9\u65e6\u5927\u5b78\u8207\u9a30\u8a0a WeChat Vision \u5718\u968a\u5408\u4f5c\uff0c\u7372 ECCV 2026 \u6536\u9304<br \/>\n&#8211; WATER-S \u542b WATER-T\uff08\u5b57\u9ad4\u6e32\u67d3\uff09\u8207 WATER-Z\uff08VLM + \u5f71\u50cf\u5408\u6210\uff09\u5169\u689d\u5408\u6210\u8def\u5f91<br \/>\n&#8211; WATERec \u4ee5\u4efb\u610f\u5f62\u72c0\u7de8\u78bc\u5668 + \u81ea\u56de\u6b78\u89e3\u78bc\u5668\u7a81\u7834\u56fa\u5b9a\u6a21\u677f\u9650\u5236<br \/>\n&#8211; WordArt-Bench 90.40% \u70ba\u9996\u6b21\u7a81\u7834\u4e5d\u6210\uff0c\u8d85\u8d8a HunyuanOCR \u7b49\u5c08\u7528 VLM<br \/>\n&#8211; \u6240\u6709\u6a21\u578b\u3001\u6578\u64da\u3001\u5b57\u9ad4\u8207\u63d0\u793a\u8a5e\u5747\u958b\u6e90\u65bc HuggingFace<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f9e\u8a55\u4f30\u5c0d\u7167\u4f86\u770b\uff0c\u4e0d\u8ad6\u662f\u901a\u7528 VLM\u3001OCR \u5c08\u7528 VLM \u6216\u4e00\u822c OCR \u5de5\u5177\uff0c\u5728 WordArt-Bench \u4e0a\u7686\u660e\u986f\u843d\u5f8c\u65bc WATERec\uff0c\u53cd\u6620\u85dd\u8853\u6587\u5b57\u4ecd\u662f\u7576\u524d\u591a\u6a21\u614b\u6a21\u578b\u7684\u5f31\u9805\u3002\u5c0d\u5f9e\u4e8b\u6d77\u5831\u8fa8\u8b58\u3001\u54c1\u724c\u7d20\u6750\u8655\u7406\u3001\u5ee3\u544a\u8a2d\u8a08\u81ea\u52d5\u5316\uff0c\u4ee5\u53ca\u9700\u8981\u8655\u7406\u9ad8\u5ea6\u98a8\u683c\u5316\u6587\u5b57\u7684\u5718\u968a\u800c\u8a00\uff0c\u9019\u5957\u6578\u64da\uff0b\u6a21\u578b\u7d44\u5408\u662f\u76ee\u524d\u5c11\u6578\u91dd\u5c0d\u8a72\u5834\u666f\u5f37\u5316\u7684\u958b\u6e90\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/YesianRohn\/WATER\" rel=\"noopener noreferrer\">https:\/\/github.com\/YesianRohn\/WATER<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6a21\u578b\uff1a<\/strong> <a href=\"https:\/\/huggingface.co\/Yesianrohn\/WATERec-Models\" rel=\"noopener noreferrer\">https:\/\/huggingface.co\/Yesianrohn\/WATERec-Models<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5fa9\u65e6\u5927\u5b78\u8207\u9a30\u8a0a WeChat Vision \u5718\u968a\u63a8\u51fa WATER \u9805\u76ee\uff0c\u5f9e\u6578\u64da\u8207\u6a21\u578b\u5169\u7aef\u7a81\u7834\u85dd\u8853\u6587\u5b57\u8b58\u5225\u74f6\u9838\uff0c\u65bc WordArt-Bench \u5275\u4e0b 90.40% \u6e96\u78ba\u7387\u3002<\/p>\n","protected":false},"author":8,"featured_media":9684,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,172,147,30,119,76,160,149,189,195,199],"tags":[],"class_list":["post-9685","post","type-post","status-publish","format-standard","hentry","category-133","category-172","category-deepseek","category-image","category-119","category-76","category-160","category-149","category-189","category-195","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9685","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=9685"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9685\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9684"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}