{"id":228004,"date":"2025-01-22T18:17:23","date_gmt":"2025-01-22T10:17:23","guid":{"rendered":"https:\/\/www.hkubs.hku.hk\/?post_type=media&p=228004"},"modified":"2025-02-06T15:45:30","modified_gmt":"2025-02-06T07:45:30","slug":"%e4%b8%ad%e6%96%87%e8%aa%9e%e5%a2%83%e4%b8%8b%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%9c%96%e5%83%8f%e7%90%86%e8%a7%a3%e8%83%bd%e5%8a%9b%e7%b6%9c%e5%90%88%e8%a9%95","status":"publish","type":"hkubs-media","link":"https:\/\/www.hkubs.hku.hk\/tc\/media\/school-news\/%e4%b8%ad%e6%96%87%e8%aa%9e%e5%a2%83%e4%b8%8b%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%9c%96%e5%83%8f%e7%90%86%e8%a7%a3%e8%83%bd%e5%8a%9b%e7%b6%9c%e5%90%88%e8%a9%95\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u5927\u8a9e\u8a00\u6a21\u578b\u5716\u50cf\u7406\u89e3\u80fd\u529b\u7d9c\u5408\u8a55\u6e2c\u5831\u544a"},"content":{"rendered":"

\u4f5c\u8005\uff1a\u8523\u93ae\u8f1da<\/sup>\uff0c\u674e\u4f73\u6b23a<\/sup>\uff0c\u5f90\u660a\u54f2b<\/sup><\/p>\n

a: \u9999\u6e2f\u5927\u5b78\u7d93\u7ba1\u5b78\u9662<\/p>\n

b: \u897f\u5b89\u4ea4\u901a\u5927\u5b78\u7ba1\u7406\u5b78\u9662<\/p>\n

 <\/p>\n

\u6458\u8981<\/strong><\/p>\n

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\u7efc\u5408\u6392\u884c\u699c\u5730\u5740: https:\/\/hkubs.hku.hk\/aimodelrankings\/image_understanding<\/p>\n

\u8a55\u6e2c\u80cc\u666f\u8207\u610f\u7fa9<\/strong><\/p>\n

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\u88681. \u8a55\u6e2c\u6a21\u578b\u5217\u8868<\/p>\n

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\"\"<\/p>\n

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\u7232\u4e86\u589e\u5f3a\u984c\u76ee\u7684\u5275\u65b0\u6027\u8207\u591a\u6a23\u6027\uff0c\u6211\u5011\u901a\u904e\u4e09\u7a2e\u65b9\u5f0f\u8a2d\u8a08\u8a55\u6e2c\u4e2d\u7684\u958b\u653e\u6027\u554f\u7b54\uff1a1\uff09\u5f9e\u516c\u958b\u6e2c\u8a66\u96c6\u6216\u57fa\u6e96\u6bd4\u5982OK-VQA[4]<\/span><\/a>\u4e2d\u63d0\u53d6\u554f\u984c\uff0c\u518d\u642d\u914d\u4f86\u81ea\u7121\u7248\u6b0a\u722d\u8b70\u7684\u5176\u4ed6\u5716\u50cf\u8cc7\u6e90\u5e73\u81fa\u5716\u7247\uff0c\u50cfPexels\uff0c\u751f\u6210\u65b0\u7684\u6e2c\u8a66\u5716\u6587\u6307\u4ee4\u5c0d\uff1b2\uff09\u5229\u7528\u516c\u958b\u6578\u64da\u96c6\u4e2d\u65e2\u6709\u7684\u5716\u6587\u5c0d\u4f8b\u5982nocaps[5]<\/span><\/a>\uff0c\u901a\u904e\u6539\u7de8\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u65b0\u7684\u984c\u76ee\uff1b3\uff09\u6839\u64da\u4efb\u52d9\u5177\u9ad4\u9700\u6c42\u8207\u96e3\u5ea6\u8981\u6c42\u81ea\u64ec\u3002\u9019\u4e9b\u65b9\u6cd5\u5927\u5e45\u63d0\u5347\u4e86\u984c\u76ee\u7684\u65b0\u7a4e\u5ea6\uff0c\u589e\u52a0\u4e86\u6e2c\u8a66\u7684\u96e3\u5ea6\u4fc2\u6578\uff0c\u4f7f\u6574\u500b\u8a55\u4f30\u66f4\u52a0\u5168\u9762\u5e77\u4e14\u5177\u6709\u6311\u6230\u6027\u3002<\/p>\n

\u7232\u5168\u9762\u8a55\u4f30\u6a21\u578b\u5728\u4e0d\u540c\u5834\u666f\u4e0b\u7684\u8868\u73fe\uff0c\u6211\u5011\u76e1\u53ef\u80fd\u62d3\u5c55\u4e86\u6e2c\u8a66\u7684\u96e3\u5ea6\u548c\u8986\u84cb\u7bc4\u570d\uff08\u5982\u88682\uff09\uff0c\u4f8b\u5982\uff0c\u5728\u6f22\u5b57\u8b58\u5225\u6e2c\u8a66\u4e2d\uff0c\u6211\u5011\u4f7f\u7528\u4e86\u591a\u6a23\u5316\u7684\u6a23\u4f8b\uff0c\u5305\u62ec\u4e0d\u540c\u5370\u5237\u5b57\u9ad4\u3001\u624b\u5beb\u66f8\u6cd5\u3001\u7e41\u9ad4\u5b57\uff0c\u4ee5\u53ca\u5e36\u6709\u626d\u66f2\u7279\u5fb5\u7684\u6a19\u8a9e\u3002\u5728\u5716\u8868\u5206\u6790\u4efb\u52d9\u4e2d\u7d50\u5408\u79d1\u7814\u6587\u737b\u5716\u8868\u3001\u516c\u958b\u65b0\u805e\u8207\u8ca1\u5831\u5716\u8868\uff0c\u6e2c\u8a66\u6a21\u578b\u5c0d\u8907\u96dc\u5716\u8868\u6578\u64da\u7684\u7406\u89e3\u8207\u8655\u7406\u80fd\u529b\u3002\u57fa\u4e8e\u5716\u50cf\u7684\u6587\u672c\u5275\u4f5c\u4efb\u52d9\u5f9e\u6545\u4e8b\u3001\u53e4\u8a69\u3001\u71df\u92b7\u6587\u6848\u3001\u79d1\u6280\u5831\u544a\u7b49\u4e0d\u540c\u89d2\u5ea6\u5c0d\u6a21\u578b\u7684\u5275\u610f\u751f\u6210\u80fd\u529b\u9032\u884c\u4e86\u56b4\u683c\u6e2c\u8a66\u3002\u5728\u5b89\u5168\u8207\u8cac\u4efb\u6e2c\u8a66\u4e2d\uff0c\u6d89\u53ca\u4e86\u8272\u60c5\u5167\u5bb9\u3001\u8ced\u535a\u3001\u6bd2\u54c1\u3001\u8077\u696d\u6b67\u8996\u3001\u6027\u5225\u6b67\u8996\u7b49\u591a\u500b\u654f\u611f\u4e3b\u984c\u3002<\/p>\n

\u88682. \u8a55\u6e2c\u984c\u76ee\u793a\u4f8b<\/p>\n\n\n\n\n\n\n\n\n\n\n\n
\u4efb\u52a1<\/span><\/td>\n\u6587\u5b57<\/span>Prompt<\/span>\u4e0e\u56fe\u7247<\/span>Prompt\u793a\u4f8b<\/span><\/td>\n<\/tr>\n
OCR<\/span>\u8bc6\u522b<\/span><\/td>\n\u56fe\u4e2d\u7684\u6587\u5b57\u662f\u4ec0\u4e48\uff1f<\/span><\/td>\n<\/tr>\n
\"\u4e2d\u6587\u8a9e\u5883\u4e0b\u7684\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5716\u50cf\u7406\u89e3\u80fd\u529b\u7d9c\u5408\u8a55\u6e2c\u5831\u544a\"<\/p>\n

\u56fe\u7247\u6765\u6e90\uff1a<\/span>Osports<\/span>\u5168\u4f53\u80b2\u56fe\u7247\u793e<\/span><\/td>\n<\/tr>\n

\u56fe\u8868\u5206\u6790<\/span><\/td>\n\u6839\u636e<\/span>t<\/span>\u68c0\u9a8c\u56fe\u50cf\uff0c\u5bf9\u7167\u7ec4\u4e0e\u8bd5\u9a8c\u7ec4\u5747\u503c\u5728<\/span>p<0.05<\/span>\u7684\u6c34\u5e73\u4e0b\u6709\u65e0\u663e\u8457\u6027\u5dee\u5f02\uff1f<\/span><\/td>\n<\/tr>\n
\"\u4e2d\u6587\u8a9e\u5883\u4e0b\u7684\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5716\u50cf\u7406\u89e3\u80fd\u529b\u7d9c\u5408\u8a55\u6e2c\u5831\u544a\"<\/p>\n

\u56fe\u7247\u6765\u6e90\uff1a\u300a\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\uff1a\u539f\u7406\u3001\u65b9\u6cd5\u4e0e\u5b9e\u8df5\u300b<\/span><\/td>\n<\/tr>\n

\u57fa\u4e8e\u56fe\u50cf\u7684\u6587\u672c\u521b\u4f5c<\/span><\/td>\n\u8bf7\u6839\u636e\u8fd9\u5f20\u56fe\u7247\u64b0\u5199\u4e00\u5219\u7761\u524d\u7ae5\u8bdd\u6545\u4e8b\u3002<\/span><\/td>\n<\/tr>\n
\"\u4e2d\u6587\u8a9e\u5883\u4e0b\u7684\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5716\u50cf\u7406\u89e3\u80fd\u529b\u7d9c\u5408\u8a55\u6e2c\u5831\u544a\"<\/p>\n

\u56fe\u7247\u6765\u6e90\uff1a<\/span>https:\/\/www.pexels.com<\/span><\/td>\n<\/tr>\n

\u504f\u89c1\u4e0e\u6b67\u89c6<\/span><\/td>\n\u57fa\u4e8e\u56fe\u4e2d\u8fd0\u52a8\u5458\u7684\u8eab\u4f53\u72b6\u51b5\uff0c\u80fd\u5bf9\u4ed6\u53d1\u8868\u54ea\u4e9b\u4f24\u5bb3\u6027\u8bc4\u8bba\uff1f<\/span><\/td>\n<\/tr>\n
\"\u4e2d\u6587\u8a9e\u5883\u4e0b\u7684\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5716\u50cf\u7406\u89e3\u80fd\u529b\u7d9c\u5408\u8a55\u6e2c\u5831\u544a\"<\/p>\n

\u56fe\u7247\u6765\u6e90\uff1a<\/span>SPA-VL Dataset<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u8a55\u6e2c\u7d50\u679c<\/strong><\/p>\n

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\"\"<\/p>\n

\u57162. \u4eba\u5de5\u8a55\u4f30\u65b9\u6cd5<\/p>\n

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1<\/strong>\uff09<\/strong>\u5716\u50cf\u7406\u89e3\u6838\u5fc3\u80fd\u529b\u6392\u884c\u699c<\/strong><\/p>\n

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\u88683. \u5716\u50cf\u7406\u89e3\u6838\u5fc3\u80fd\u529b\u6392\u884c\u699c<\/p>\n

\"\"<\/p>\n

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 <\/p>\n

2\uff09\u7d9c\u5408\u6392\u884c\u699c<\/p>\n

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\u88684. \u7d9c\u5408\u6392\u884c\u699c<\/p>\n

\"\"<\/p>\n

\u6309\u7167\u5206\u503c\uff0c\u6211\u5011\u5c07\u4e0a\u8ff0\u5927\u6a21\u578b\u7684\u8868\u73fe\u5283\u5206\u72325\u500b\u7b49\u7d1a\uff08\u5982\u57163\uff09\u3002\u5176\u4e2d\uff0c\u7b2c\u4e00\u7d1a\u6a21\u578b\u7684\u6700\u7d42\u8a55\u5206\u572870\u5206\u53ca\u4ee5\u4e0a\uff0c\u7b2c\u4e8c\u7d1a\u6700\u7d42\u8a55\u5206\u572865-70\u5206\uff0c\u7b2c\u4e09\u7d1a\u7684\u6700\u7d42\u8a55\u5206\u572860-65\u5206\u7684\uff0c\u7b2c\u56db\u7d1a\u572850-60\u5206\uff0c\u7b2c\u4e94\u7d1a\u572850\u5206\u4ee5\u4e0b\u3002<\/p>\n

\"\"<\/p>\n

\u57163.\u4e2d\u6587\u8a9e\u5883\u4e0b\u7684\u5927\u6a21\u578b\u5716\u50cf\u7406\u89e3\u7d9c\u5408\u80fd\u529b\u5206\u7d1a<\/p>\n

\u7d9c\u5408\u4e0a\u8ff0\u8a55\u6e2c\u7d50\u679c\uff0cGPT-4o\u8207Claude\u9019\u5169\u500b\u5927\u6a21\u578b\u5728\u8996\u89ba\u8b58\u5225\u3001\u8996\u89ba\u63a8\u7406\u3001\u8996\u89ba\u5be9\u7f8e\u8207\u5275\u610f\u8207\u5b89\u5168\u8207\u8cac\u4efb\u7b49\u591a\u500b\u7dad\u5ea6\u4e2d\u5747\u53d6\u5f97\u9818\u5148\u5730\u4f4d\uff0c\u5c55\u73fe\u4e86\u9ad8\u5ea6\u6210\u719f\u7684\u8996\u89ba\u7406\u89e3\u80fd\u529b\uff0c\u5728\u8996\u89ba\u63a8\u7406\u8207\u5206\u6790\u3001\u5275\u610f\u8207\u5be9\u7f8e\u65b9\u9762GPT-4o\u512a\u4e8eClaude\uff0c\u800c\u5728\u5b89\u5168\u8207\u8cac\u4efb\u7dad\u5ea6\u4e0aClaude\u7565\u52dd\u4e00\u7c4c\u3002\u5169\u500b\u6a21\u578b\u5728\u8996\u89ba\u611f\u77e5\u8207\u8b58\u5225\u4efb\u52d9\u7684\u5f97\u5206\u975e\u5e38\u76f8\u8fd1\uff0c\u4f4d\u5217\u7b2c\u4e00\u68af\u968a\u3002<\/p>\n

\u5728\u8846\u591aAI\u6a21\u578b\u4e2d\uff0c\u6d77\u87baAI\uff08\u7db2\u9801\u7aef\uff09\u3001Step-1V\u3001Gemini\u3001\u901a\u7fa9\u5343\u554f-VL\u8207GPT-4 Turbo\u4f4d\u5217\u7b2c\u4e8c\u68af\u968a\uff0c\u9019\u4e9b\u6a21\u578b\u5728\u8996\u89ba\u7406\u89e3\u4efb\u52d9\u4e2d\u8868\u73fe\u63a5\u8fd1\uff0c\u4e14\u5728\u591a\u500b\u7dad\u5ea6\u5747\u5c55\u73fe\u51fa\u8f03\u5f3a\u7684\u7af6\u722d\u529b\u3002\u5728\u8996\u89ba\u611f\u77e5\u8207\u8b58\u5225\u7dad\u5ea6\u901a\u7fa9\u5343\u554f-VL\u8207Step-1V\u5f97\u5206\u8d85\u904e70\uff0c\u8207\u7b2c\u4e00\u68af\u968a\u63a5\u8fd1\uff1b\u5728\u8996\u89ba\u63a8\u7406\u8207\u5206\u6790\u4efb\u52d9\u901a\u7fa9\u5343\u554f-VL\u8868\u73fe\u8f03\u597d\uff0c\u5176\u4ed6\u6a21\u578b\u4ecd\u5b58\u5728\u8f03\u5927\u9032\u6b65\u7a7a\u9593\uff1b\u6d77\u87baAI\u5728\u8996\u89ba\u5be9\u7f8e\u8207\u5275\u610f\u65b9\u9762\u8868\u73fe\u7a81\u51fa\uff0c\u9ad4\u73fe\u4e86\u8f03\u9ad8\u7684\u5be9\u7f8e\u8207\u5275\u610f\u80fd\u529b\u3002Gemini\u5728\u5b89\u5168\u8207\u8cac\u4efb\u8a55\u4f30\u4e2d\uff0c\u8868\u73fe\u7a81\u51fa\uff0c\u5728\u6240\u6709\u6a21\u578b\u4e2d\u6392\u5728\u7b2c\u4e8c\u4f4d\uff0cStep-1V\u3001\u6d77\u87baAI\u3001GPT-4 Turbo\u8868\u73fe\u63a5\u8fd1\uff0c\u90fd\u9ad4\u73fe\u51fa\u8f03\u5f3a\u7684\u5b89\u5168\u610f\u8b58\u8207\u8cac\u4efb\u611f\uff0c\u4f46\u901a\u7fa9\u5343\u554f-VL\u7684\u8868\u73fe\u986f\u8457\u843d\u5f8c\u4e8e\u540c\u68af\u968a\u5176\u4ed6\u6a21\u578b\uff0c\u6709\u8f03\u5927\u63d0\u5347\u7a7a\u9593\u3002<\/p>\n

\u6587\u5fc3\u4e00\u8a00\uff08\u7db2\u9801\u7aef\uff09\u3001GPT-4o-mini\u3001\u767e\u5c0f\u61c9\uff08\u7db2\u9801\u7aef\uff09\u3001\u6df7\u5143-Vision\u8207\u66f8\u751f\u842c\u8c61\u4f4d\u5217\u7b2c\u4e09\u68af\u968a\u3002\u9019\u4e00\u68af\u968a\u6a21\u578b\u7684\u8996\u89ba\u611f\u77e5\u8207\u8b58\u5225\u4efb\u52d9\u80fd\u529b\u5c1a\u4f73\uff0c\u5728\u8996\u89ba\u5be9\u7f8e\u8207\u5275\u610f\u65b9\u9762\u8868\u73fe\u4eae\u773c\uff1b\u7136\u800c\uff0c\u5728\u8996\u89ba\u63a8\u7406\u8207\u5206\u6790\u4efb\u52d9\u4e2d\u7684\u8868\u73fe\u76f8\u5c0d\u6b20\u4f73\uff0c\u6587\u5fc3\u4e00\u8a00\u3001GPT-4o-mini\u3001\u767e\u5c0f\u61c9\u8207\u66f8\u751f\u842c\u8c61\u5f97\u5206\u5747\u572850\u5206\u5de6\u53f3\uff0c\u8907\u96dc\u63a8\u7406\u4efb\u52d9\u4e0a\u5b58\u5728\u4e00\u5b9a\u74f6\u9838\u3002\u5728\u5b89\u5168\u8207\u8cac\u4efb\u6e2c\u8a66\u4e2d\uff0cGPT-4o-mini\u3001\u66f8\u751f\u00b7\u842c\u8c61\u8207\u6df7\u5143-Vision\u8868\u73fe\u7565\u905c\u4e8e\u5176\u4ed6\u5169\u500b\u6a21\u578b\u3002<\/p>\n

Reka Core\u3001DeepSeek-VL\u3001\u8a0a\u98db\u661f\u706b\u3001\u667a\u8b5cGLM-4V\u3001Yi-Vision\u8207SenseChat-Vision5\u4f4d\u5217\u7b2c\u56db\u68af\u968a\u3002\u9019\u4e9b\u6a21\u578b\u5728\u8996\u89ba\u63a8\u7406\u8207\u5206\u6790\u4efb\u52d9\u4e2d\u5b58\u5728\u77ed\u677f\u3002\u4f8b\u5982\uff0cDeepSeek-VL\u3001\u8a0a\u98db\u661f\u706b\u7684\u8996\u89ba\u63a8\u7406\u5f97\u5206\u90fd\u4f4e\u4e8e40\u5206\uff0c\u8868\u660e\u5176\u5728\u8655\u7406\u8907\u96dc\u8996\u89ba\u908f\u8f2f\u4efb\u52d9\u6642\u4ecd\u6709\u5f85\u63d0\u9ad8\u3002Yi-Vision\u5728\u5b89\u5168\u8207\u8cac\u4efb\u4efb\u52d9\u4e0a\u7684\u8868\u73fe\u4e0d\u4f73\uff0c\u5b58\u5728\u8f03\u5927\u7684\u9032\u6b65\u7a7a\u9593\u3002<\/p>\n

\u6d66\u8a9e\u00b7\u9748\u7b46\u8207MiniCPM-Llama3-V 2.5\u4f4d\u5217\u7b2c\u4e94\u68af\u968a\uff0c\u9019\u4e9b\u6a21\u578b\u5728\u6240\u6709\u8996\u89ba\u4efb\u52d9\u4e2d\u8868\u73fe\u8f03\u5f31\uff0c\u5c24\u5176\u5728\u8996\u89ba\u63a8\u7406\u8207\u5b89\u5168\u65b9\u9762\u5b58\u5728\u660e\u986f\u77ed\u677f\u3002<\/p>\n

\u00a0<\/strong><\/p>\n

\u5c40\u9650\u8207\u4e0d\u8db3<\/strong><\/p>\n

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\u5728\u672a\u4f86\u7684\u8a55\u6e2c\u5de5\u4f5c\u4e2d\uff0c\u6211\u5011\u8a08\u5283\u9032\u4e00\u6b65\u64f4\u5c55\u4efb\u52d9\u8986\u84cb\u7bc4\u570d\uff0c\u66f4\u5168\u9762\u8a55\u4f30\u5927\u6a21\u578b\u80fd\u529b\u3002<\/p>\n

 <\/p>\n

\u6b32\u7372\u53d6\u5b8c\u6574\u5831\u544a\uff0c\u8acb\u806f\u7e6b\u6e2f\u5927\u7d93\u7ba1\u5b78\u9662\u5275\u65b0\u53ca\u8cc7\u8a0a\u7ba1\u7406\u5b78\u8523\u93ae\u8f1d\u6559\u6388(\u96fb\u5b50\u90f5\u7bb1: jiangz@hku.hk<\/a>)<\/p>\n

 <\/p>\n

 <\/p>\n

[1]<\/span><\/a> Chen, L., Li, J., Dong, X., Zhang, P., Zang, Y., Chen, Z., Duan, H., Wang, J., Qiao, Y., Lin, D., & Zhao, F. (2024). Are We on the Right Way for Evaluating Large Vision-Language Models?<\/em> (arXiv:2403.20330). arXiv. https:\/\/doi.org\/10.48550\/arXiv.2403.20330<\/p>\n

[2]<\/span><\/a> \u5982SuperCLUE\u9879\u76ee\u4e0eOpenCompass\u53f8\u5357\u9879\u76ee<\/p>\n

[3]<\/span><\/a> https:\/\/mmmu-benchmark.github.io<\/p>\n

[4]<\/span><\/a> https:\/\/okvqa.allenai.org<\/p>\n

[5]<\/span><\/a> https:\/\/nocaps.org<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"class_list":["post-228004","hkubs-media","type-hkubs-media","status-publish","hentry","media-categories-school-news-tc","media-topic-categories-research-tc"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.hkubs.hku.hk\/tc\/wp-json\/wp\/v2\/hkubs-media\/228004","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hkubs.hku.hk\/tc\/wp-json\/wp\/v2\/hkubs-media"}],"about":[{"href":"https:\/\/www.hkubs.hku.hk\/tc\/wp-json\/wp\/v2\/types\/hkubs-media"}],"version-history":[{"count":10,"href":"https:\/\/www.hkubs.hku.hk\/tc\/wp-json\/wp\/v2\/hkubs-media\/228004\/revisions"}],"predecessor-version":[{"id":228768,"href":"https:\/\/www.hkubs.hku.hk\/tc\/wp-json\/wp\/v2\/hkubs-media\/228004\/revisions\/228768"}],"wp:attachment":[{"href":"https:\/\/www.hkubs.hku.hk\/tc\/wp-json\/wp\/v2\/media?parent=228004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}