{"id":26169,"date":"2025-06-04T09:40:57","date_gmt":"2025-06-04T01:40:57","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26169"},"modified":"2025-06-04T09:40:57","modified_gmt":"2025-06-04T01:40:57","slug":"%e7%9c%9f%e5%ae%9e%e8%af%84%e4%bc%b0%ef%bc%81%e5%8c%97%e7%90%86%e5%8f%91%e5%b8%83%e5%85%a8%e7%90%83%e9%a6%96%e4%b8%aa%e3%80%8c%e5%85%a8%e5%9c%ba%e6%99%af%e6%95%99%e8%82%b2%e3%80%8d%e5%9f%ba%e5%87%86","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/06\/04\/26169\/","title":{"rendered":"\u771f\u5b9e\u8bc4\u4f30\uff01\u5317\u7406\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u300c\u5168\u573a\u666f\u6559\u80b2\u300d\u57fa\u51c6\uff0c\u652f\u63014000+\u60c5\u5883"},"content":{"rendered":"<div><\/div>\n<div><img data-dominant-color=\"828ca0\" data-has-transparency=\"false\" style=\"--dominant-color: #828ca0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26171\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c27c96868d935c3eed4437608433377fe72c42-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c27c96868d935c3eed4437608433377fe72c42-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/06\/c27c96868d935c3eed4437608433377fe72c42-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div><\/div>\n<div class=\"article-desc\">\u53d1\u5c55\u6559\u80b2\u5927\u6a21\u578b\u9700\u8981\u65b0\u7684\u6570\u636e\u548c\u8bc4\u4f30\u4f53\u7cfb\uff01\u5317\u4eac\u7406\u5de5\u5927\u5b66\u9ad8\u626c\u8001\u5e08\u56e2\u961f\u63a8\u51faEduBench\uff0c\u662f\u9996\u4e2a\u4e13\u4e3a\u6559\u80b2\u573a\u666f\u6253\u9020\u7684\u7efc\u5408\u8bc4\u4f30\u57fa\u51c6\uff0c\u6db5\u76d69\u5927\u6559\u80b2\u573a\u666f\u300112\u4e2a\u591a\u89c6\u89d2\u8bc4\u4f30\u7ef4\u5ea6\u3001\u8d854000\u4e2a\u6559\u80b2\u60c5\u5883\u3002\u901a\u8fc7\u591a\u7ef4\u5ea6\u8bc4\u4f30\u6307\u6807\u4f53\u7cfb\u548c\u4eba\u5de5\u6807\u6ce8\u4e00\u81f4\u6027\u8ba1\u7b97\uff0c\u786e\u4fdd\u8bc4\u4f30\u53ef\u9760\u6027\uff0c\u52a9\u529b\u6559\u80b2\u5927\u6a21\u578b\u53d1\u5c55\uff0c\u63a8\u52a8\u6559\u80b2\u667a\u80fd\u5316\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p>\u4e3a\u4ec0\u4e48\u53d1\u5c55\u6559\u80b2\u5927\u6a21\u578b\u9700\u8981\u65b0\u7684\u6570\u636e\u548cEval\u4f53\u7cfb\uff1f<\/p>\n<p>AI\u8d4b\u80fd\u6559\u80b2\u6559\u5b66\uff0c\u9700\u8981\u4ece\u300c\u7ecf\u9a8c\u5bfc\u5411\u300d\u8fc8\u5411\u300c\u8bc1\u636e\u5bfc\u5411\u300d\uff0c\u771f\u6b63\u5c06AI\u6570\u636e\u9a71\u52a8\u601d\u60f3\u8d4b\u80fd\u5230\u6559\u80b2\u573a\u666f\u4e2d\uff0c\u8fd9\u662f\u6838\u5fc3\u52a8\u529b\u3002<\/p>\n<p>\u6559\u80b2\u573a\u666f\u590d\u6742\u4e0d\u4ec5\u6d89\u53ca\u77e5\u8bc6\u6df1\u5ea6\uff08\u57fa\u7840\u6559\u80b2\u5230\u9ad8\u7b49\u6559\u80b2\uff09\u3001\u77e5\u8bc6\u5e7f\u5ea6\uff08\u6db5\u76d6\u4e0d\u540c\u5b66\u79d1\uff09\uff0c\u8fd8\u6d89\u53ca\u8ba4\u77e5\u6c34\u5e73\u4e0d\u540c\u3001\u4e2a\u6027\u5316\u9700\u6c42\u591a\u6837\u3001\u6559\u5b66\u51b3\u7b56\u6027\u8981\u6c42\u7b49\u3002<\/p>\n<p>\u73b0\u6709\u9762\u5411AGI\u7684\u901a\u7528benchmark\u4fa7\u91cd\u4e8e\u77e5\u8bc6\u6027\u7684\u8bc4\u4f30\uff0c\u7f3a\u4e4f\u5bf9\u771f\u5b9e\u6559\u80b2\u573a\u666f\u7684\u6df1\u5165\u63a2\u7a76\u3002<\/p>\n<p>\u6700\u8fd1\uff0c\u5317\u4eac\u7406\u5de5\u5927\u5b66\u9ad8\u626c\u8001\u5e08\u56e2\u961f\u8fd1\u671f\u63a8\u51fa\u4e86\u5168\u7403\u9996\u4e2a\u5168\u9762\u6db5\u76d69\u5927\u6559\u80b2\u573a\u666f\u300112\u4e2a\u591a\u89c6\u89d2\u8bc4\u4f30\u7ef4\u5ea6\u3001\u8d85\u8fc74000\u4e2a\u6559\u80b2\u60c5\u5883\uff0c\u4e13\u4e3a\u6559\u80b2\u573a\u666f\u6253\u9020\u7684\u7efc\u5408\u8bc4\u4f30\u57fa\u51c6EduBench\ud83d\udcda\u3002<\/p>\n<p>\u4e3a\u4e86\u786e\u4fdd\u8bc4\u4f30\u7684\u5168\u9762\u6027\u4e0e\u51c6\u786e\u6027\uff0cEduBench\u7279\u522b\u8bbe\u8ba1\u4e86\u4e00\u5957\u591a\u7ef4\u5ea6\u8bc4\u4f30\u6307\u6807\u4f53\u7cfb\ud83d\udee0\ufe0f\uff0c\u518d\u52a0\u4e0a\u4e0e\u4eba\u5de5\u6807\u6ce8\u8005\u7684\u4e00\u81f4\u6027\u8ba1\u7b97\uff0c\u786e\u4fdd\u4e86\u8bc4\u4f30\u7684\u53ef\u9760\u6027\u3002<\/p>\n<p>\u901a\u8fc7\u5b9e\u9a8c\u53d1\u73b0\uff0c\u6700\u5148\u8fdb\u5927\u6a21\u578b\u4e0e\u4eba\u4e4b\u95f4\u7684\u8bc4\u4f30\u8ba4\u77e5\u5b58\u5728\u7684\u5dee\u5f02\uff0c\u9700\u8981\u8fdb\u4e00\u6b65\u5bf9\u9f50\u3002<\/p>\n<p class=\"js_darkmode__28\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s7.51cto.com\/oss\/202506\/03\/3535d2235b7d28e54942701aa2be97e1a62bc8.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2505.16160<\/p>\n<p>\u4ee3\u7801\u5f00\u6e90\uff1ahttps:\/\/github.com\/DIRECT-BIT\/EduBench<\/p>\n<p>\u6a21\u578b\u5f00\u6e90\uff1ahttps:\/\/huggingface.co\/DirectionAI\/EDU-Qwen2.5-7B<\/p>\n<p>\u6570\u636e\u5f00\u6e90\uff1ahttps:\/\/huggingface.co\/datasets\/DirectionAI\/EduBench<\/p>\n<p>EduBench\u7684\u8bbe\u8ba1\u8003\u8651\u5230\u4e86\u6559\u80b2\u7684\u591a\u6837\u6027\u548c\u590d\u6742\u6027\uff0c\u5305\u542b18821\u6761\u6570\u636e\uff0c\u5728\u5b66\u751f\u4fa7\u548c\u6559\u5e08\u4fa7\u8986\u76d6\u4e86\u95ee\u9898\u89e3\u7b54\u3001\u4e2a\u6027\u5316\u5b66\u4e60\u652f\u6301\u3001\u81ea\u52a8\u8bc4\u5206\u3001\u6559\u5b66\u8d44\u6599\u751f\u6210\u7b499\u5927\u6559\u80b2\u573a\u666f\uff0c\u6db5\u76d6\u4ece\u57fa\u7840\u6559\u80b2\u5230\u9ad8\u7b49\u6559\u80b2\u7684\u591a\u5b66\u79d1\u548c\u4e0d\u540c\u96be\u5ea6\u7b49\u7ea7\u3002<\/p>\n<p>\u901a\u8fc7\u8bc4\u4f3012\u4e2a\u5173\u952e\u7ef4\u5ea6\uff0c\u5982\u573a\u666f\u9002\u5e94\u6027\u3001\u4e8b\u5b9e\u4e0e\u63a8\u7406\u51c6\u786e\u6027\u3001\u6559\u5b66\u5e94\u7528\u6548\u679c\u7b49\uff0cEduBench\u80fd\u4ece\u591a\u4e2a\u89d2\u5ea6\u7cbe\u51c6\u8861\u91cf\u5927\u8bed\u8a00\u6a21\u578b\u5728\u6559\u80b2\u4e2d\u7684\u8868\u73b0\uff0c\u5e2e\u52a9\u7814\u7a76\u8005\u91cd\u65b0\u5ba1\u89c6\u5927\u8bed\u8a00\u6a21\u578b\u5728\u6559\u80b2\u4e2d\u7684\u9002\u7528\u6027\u4e0e\u6f5c\u529b\u3002<\/p>\n<p>\u66f4\u4ee4\u4eba\u632f\u594b\u7684\u662f\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u5c06\u7814\u7a76\u7684\u5168\u90e8\u8bad\u7ec3\u6570\u636e\u3001\u6a21\u578b\u3001\u6d4b\u8bc4\u6570\u636e\u3001\u4eba\u5de5\u8bc4\u4f30\u6570\u636e\u5168\u9762\u5f00\u6e90\uff0c\u65e8\u5728\u4fc3\u8fdb\u6559\u80b2\u9886\u57df\u4e0e\u5927\u6a21\u578b\u9886\u57df\u7684\u7814\u7a76\u8005\u76f8\u4e92\u53c2\u8003\u4e0e\u4ea4\u6d41\uff0c\u5171\u540c\u63a8\u52a8\u6559\u80b2\u667a\u80fd\u5316\u7684\u672a\u6765\u53d1\u5c55\u3002<\/p>\n<h4>EduBench\uff1a\u4e3a\u771f\u5b9e\u6559\u80b2\u573a\u666f\u800c\u751f<\/h4>\n<p>\u4e3a\u4e86\u63d0\u5347\u5927\u6a21\u578b\u5728\u591a\u79cd\u771f\u5b9e\u6559\u80b2\u573a\u666f\u4e0b\u7684\u6cdb\u7528\u6027\uff0c\u7814\u7a76\u56e2\u961f\u5206\u522b\u4ee5\u5b66\u751f\u548c\u6559\u5e08\u4e3a\u5bfc\u5411\u8bbe\u8ba1\u4e869\u5927\u6559\u80b2\u573a\u666f\u3002<\/p>\n<p class=\"js_darkmode__50\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202506\/03\/e3d4bd489f0bba864ef23709da5d244a1dfdb5.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p><strong>\u5b66\u751f\u4fa7<\/strong><\/p>\n<ol class=\"list-paddingleft-1\" data-id=\"oce3d02a-lSfhX7AL\">\n<li data-id=\"ld70c578-gWdHAbd3\">\u95ee\u9898\u89e3\u7b54\uff08Problem Solving, Q&amp;A\uff09\uff1a\u9488\u5bf9\u4e0d\u540c\u7684\u96be\u5ea6\u7684\u77e5\u8bc6\u6027\u95ee\u9898\uff0c\u667a\u80fd\u52a9\u624b\u89e3\u7b54\u9898\u76ee<\/li>\n<li data-id=\"ld70c578-Hc47LiR5\">\u9519\u8bef\u7ea0\u6b63\uff08Error Correction, EC\uff09\uff1a\u7528\u6237\u7ed9\u51fa\u4e00\u4e2a\u9898\u76ee\u548c\u4e00\u4e2a\u9519\u8bef\u7684\u56de\u7b54\uff0c\u667a\u80fd\u52a9\u624b\u627e\u51fa\u9519\u8bef\u5e76\u8fdb\u884c\u4e86\u89e3\u91ca\u548c\u4fee\u6539<\/li>\n<li data-id=\"ld70c578-QFgU6cEH\">\u601d\u8def\u63d0\u4f9b\uff08Idea Provision, IP\uff09\uff1a\u7528\u6237\u5bf9\u67d0\u4e2a\u9898\u76ee\u6216\u8005\u77e5\u8bc6\u70b9\u5b58\u5728\u7591\u95ee\uff0c\u667a\u80fd\u52a9\u624b\u63d0\u4f9b\u601d\u8def\/\u89e3\u91ca\u539f\u7406\u5e76\u89e3\u7b54\u7591\u95ee<\/li>\n<li data-id=\"ld70c578-a1U54oKT\">\u4e2a\u6027\u5316\u5b66\u4e60\u652f\u6301\uff08Personalized Learning Support, PLS\uff09\uff1a\u7528\u6237\u7ed9\u51fa\u5b66\u751f\u753b\u50cf\uff0c\u667a\u80fd\u52a9\u624b\u8bbe\u8ba1\u5b66\u4e60\u8def\u5f84<\/li>\n<li data-id=\"ld70c578-lm6Rmf2V\">\u60c5\u611f\u652f\u6301\uff08Emotional Support, ES\uff09\uff1a\u7528\u6237\u8bf4\u660e\u95ee\u9898\uff0c\u667a\u80fd\u52a9\u624b\u5bf9\u7528\u6237\u8fdb\u884c\u5fc3\u7406\u8f85\u5bfc<\/li>\n<\/ol>\n<p><strong>\u6559\u5e08\u4fa7<\/strong><\/p>\n<ol class=\"list-paddingleft-1\" data-id=\"oce3d02a-EKN88X0U\">\n<li data-id=\"ld70c578-i03n2WCQ\">\u95ee\u9898\u751f\u6210\uff08Question Generation, QG\uff09\uff1a\u7528\u6237\u7ed9\u51fa\u5b66\u6bb5\u3001\u79d1\u76ee\u3001\u77e5\u8bc6\u70b9\u7b49\u4fe1\u606f\uff0c\u667a\u80fd\u52a9\u624b\u6309\u7167\u7ed9\u5b9a\u8981\u6c42\u751f\u6210\u9898\u76ee<\/li>\n<li data-id=\"ld70c578-pps9k8dY\">\u81ea\u52a8\u8bc4\u5206\uff08Automatic Grading, AG\uff09\uff1a\u7528\u6237\u7ed9\u51fa\u4e00\u4e2a\u9898\u76ee\u548c\u4e00\u4e2a\u7b54\u6848\uff0c\u667a\u80fd\u52a9\u624b\u5224\u65ad\u7b54\u6848\u6b63\u8bef\u5e76\u7ed9\u51fa\u8bc4\u5206\u548c\u7406\u7531<\/li>\n<li data-id=\"ld70c578-fOJ0EmE5\">\u6559\u5b66\u8d44\u6599\u751f\u6210\uff08Teaching Material Generation, TMG\uff09\uff1a\u7528\u6237\u7ed9\u51fa\u5b66\u6bb5\u3001\u79d1\u76ee\u3001\u77e5\u8bc6\u70b9\u7b49\u4fe1\u606f\uff0c\u667a\u80fd\u52a9\u624b\u6309\u7167\u7ed9\u5b9a\u8981\u6c42\u751f\u6210\u6559\u5b66\u7d20\u6750<\/li>\n<li data-id=\"ld70c578-sn9ERLZr\">\u4e2a\u6027\u5316\u5185\u5bb9\u521b\u4f5c\uff08Personalized Content Creation, PCC\uff09\uff1a\u7528\u6237\u7ed9\u51fa\u5b66\u751f\u753b\u50cf\uff0c\u667a\u80fd\u52a9\u624b\u89c4\u5212\u6559\u5b66\u5efa\u8bae<\/li>\n<\/ol>\n<p>\u5177\u4f53\u60c5\u5883\u5305\u62ec\uff1a(9\u5927\u573a\u666f) * (\u4e2d\u6587 + \u82f1\u6587) * (\u7b80\u5355 + \u4e2d\u7b49 + \u56f0\u96be) * (K-12\u79d1\u76ee + \u9ad8\u7b49\u6559\u80b2\u79d1\u76ee) * (\u7b80\u7b54 + \u5355\u9009 + \u591a\u9009) = 4,019\u4e2a\u60c5\u5883\u3002<\/p>\n<h4>EduBench\u8bc4\u4f30<\/h4>\n<p><strong>EduBench\u7684\u8bc4\u4f30\u662f\u5206\u5c42\u7ea7\u4f53\u7cfb\uff0c\u5305\u62ec\u4e09\u4e2a\u6838\u5fc3\u7ef4\u5ea6\uff0c\u6bcf\u4e2a\u7ef4\u5ea6\u4e0b\u5305\u542b\u56db\u4e2a\u5b50\u6307\u6807<\/strong>\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5728\u573a\u666f\u9002\u5e94\u6027\u7ef4\u5ea6\u4e0a\uff0c\u8bc4\u4f30\u6a21\u578b\u662f\u5426\u80fd\u591f\u51c6\u786e\u7406\u89e3\u5e76\u6267\u884c\u6559\u80b2\u4efb\u52a1\uff1b\u5728\u4e8b\u5b9e\u4e0e\u63a8\u7406\u51c6\u786e\u6027\u7ef4\u5ea6\u4e0a\uff0c\u91cd\u70b9\u8003\u5bdf\u6a21\u578b\u8f93\u51fa\u7684\u4e8b\u5b9e\u6b63\u786e\u6027\u548c\u63a8\u7406\u7684\u903b\u8f91\u6027\uff1b\u5728\u6559\u5b66\u5e94\u7528\u6027\u7ef4\u5ea6\u4e0a\uff0c\u5219\u8bc4\u4f30\u6a21\u578b\u662f\u5426\u7b26\u5408\u6559\u80b2\u539f\u5219\uff0c\u5e76\u80fd\u5bf9\u5b66\u751f\u7684\u5b66\u4e60\u4ea7\u751f\u79ef\u6781\u5f71\u54cd\u3002<\/p>\n<p>\u901a\u8fc7\u8fd9\u4e9b\u7cbe\u7ec6\u5316\u7684\u8bc4\u4f30\u7ef4\u5ea6\uff0cEduBench\u4e0d\u4ec5\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u5728\u6559\u80b2\u9886\u57df\u7684\u5e94\u7528\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u6d4b\u91cf\u5de5\u5177\uff0c\u4e5f\u4e3a\u672a\u6765\u7684\u6a21\u578b\u4f18\u5316\u548c\u6539\u8fdb\u63d0\u4f9b\u4e86\u660e\u786e\u7684\u65b9\u5411\u3002<\/p>\n<p><strong>\u573a\u666f\u9002\u914d\u6027\uff08Scenario Adaptation\uff09<\/strong><\/p>\n<ul data-id=\"ua73dd4b-XSa42H3i\">\n<li data-id=\"ld70c578-UCWo0qAv\">\u6307\u4ee4\u9075\u5faa\u4e0e\u4efb\u52a1\u5b8c\u6210\uff08Instruction Following &amp; Task Completion\uff09<\/li>\n<li data-id=\"ld70c578-Q11RBLg2\">\u89d2\u8272\u4e0e\u8bed\u6c14\u4e00\u81f4\u6027\uff08Role &amp; Tone Consistency\uff09<\/li>\n<li data-id=\"ld70c578-N51AfmNC\">\u5185\u5bb9\u76f8\u5173\u6027\u4e0e\u8303\u56f4\u63a7\u5236\uff08Content Relevance &amp; Scope Control\uff09<\/li>\n<li data-id=\"ld70c578-2jFHwobB\">\u573a\u666f\u5143\u7d20\u6574\u5408\u80fd\u529b\uff08Scenario Element Integration\uff09<\/li>\n<\/ul>\n<p><strong>\u4e8b\u5b9e\u6027\u4e0e\u63a8\u7406\u51c6\u786e\u6027\uff08Factual &amp; Reasoning Accuracy\uff09<\/strong><\/p>\n<ul data-id=\"ua73dd4b-Em9aKL7H\">\n<li data-id=\"ld70c578-muXxb1gX\">\u57fa\u7840\u4e8b\u5b9e\u51c6\u786e\u6027\uff08Basic Factual Accuracy\uff09<\/li>\n<li data-id=\"ld70c578-OLSpY8UJ\">\u9886\u57df\u77e5\u8bc6\u51c6\u786e\u6027\uff08Domain Knowledge Accuracy\uff09<\/li>\n<li data-id=\"ld70c578-OENLoopU\">\u63a8\u7406\u8fc7\u7a0b\u4e25\u8c28\u6027\uff08Reasoning Process Rigor\uff09<\/li>\n<li data-id=\"ld70c578-paNy4ns1\">\u9519\u8bef\u8bc6\u522b\u4e0e\u7ea0\u6b63\u7cbe\u5ea6\uff08Error Identification &amp; Correction Precision\uff09<\/li>\n<\/ul>\n<p><strong>\u6559\u5b66\u5e94\u7528\u6027\uff08PedagogicalApplication\uff09<\/strong><\/p>\n<ul data-id=\"ua73dd4b-PleWBIaL\">\n<li data-id=\"ld70c578-6n8VXpIu\">\u6e05\u6670\u7b80\u6d01\u4e0e\u79ef\u6781\u542f\u53d1\uff08Clarity, Simplicity &amp; Inspiration\uff09<\/li>\n<li data-id=\"ld70c578-bAayUSQl\">\u6fc0\u52b1\u5f15\u5bfc\u4e0e\u79ef\u6781\u53cd\u9988\uff08Motivation, Guidance &amp; Positive Feedback\uff09<\/li>\n<li data-id=\"ld70c578-f500Zlpf\">\u4e2a\u6027\u5316\u9002\u5e94\u4e0e\u5b66\u4e60\u652f\u6301\uff08Personalization, Adaptation &amp; Learning Support\uff09<\/li>\n<li data-id=\"ld70c578-g8i7QRqX\">\u9ad8\u9636\u601d\u7ef4\u4e0e\u6280\u80fd\u53d1\u5c55\uff08Higher-Order Thinking &amp; Skill Development\uff09<\/li>\n<\/ul>\n<h4>\u5927\u6a21\u578b\u5728\u771f\u5b9e\u573a\u666f\u4e0b\u4ecd\u6709\u4e0d\u8db3<\/h4>\n<p>\u7814\u7a76\u56e2\u961f\u4f7f\u7528EduBench\u5bf9\u591a\u4e2a\u4e3b\u6d41\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4e86\u5e7f\u6cdb\u8bc4\u4f30\uff0c\u5305\u62ecDeepSeek R1\u3001DeepSeek V3\u3001Qwen Max\u7b49,\u8fd9\u4e9b\u6a21\u578b\u5305\u62ec\u4e0d\u540c\u7684\u53c2\u6570\u89c4\u6a21\u548c\u8bad\u7ec3\u65b9\u5f0f\uff0c\u6db5\u76d6\u4ece\u6570\u5341\u4ebf\u5230\u6570\u5343\u4ebf\u53c2\u6570\u7684\u5404\u79cd\u7c7b\u578b\u3002<\/p>\n<p class=\"js_darkmode__82\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202506\/03\/362cf88606c5860036916152e5d59c5e797e46.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u6bcf\u6761\u6d4b\u8bd5\u96c6\u6837\u672c\u6839\u636e\u5176\u6240\u5c5e\u7684\u4efb\u52a1\u5206\u7c7b,\u9009\u53d6\u5bf9\u5e94\u7684\u8bc4\u4f30\u7ef4\u5ea6\u4f7f\u7528\u5927\u6a21\u578b\u548c\u4eba\u7c7b\u6807\u6ce8\u5206\u522b\u8fdb\u884c\u57fa\u4e8e\u7ed9\u5b9ametric\u7684\u8bc4\u4f30,\u5c06\u6a21\u578b\u5728\u6bcf\u4e2a\u573a\u666f\u7684\u6027\u80fd\u8fdb\u884c\u91cf\u5316,\u4e0b\u56fe\u5c55\u793a\u4e86\u8bc4\u4f30\u7684\u7ed3\u679c\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202506\/03\/637423c45df44fc10d46827a80ce38bd649492.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u8bc4\u4f30\u7ed3\u679c\u4ee4\u4eba\u5173\u6ce8\uff1a\u5373\u4f7f\u662f\u5728\u6a21\u578b\u8bc4\u4f30\u4e2d\u8868\u73b0\u6700\u5f3a\u7684\u6a21\u578b\uff0c\u5728\u4eba\u7c7b\u6807\u6ce8\u7684\u7ed3\u679c\u4e2d\u67d0\u4e9b\u573a\u666f\u7684\u5e73\u5747\u5f97\u5206\u4e5f\u672a\u80fd\u7a81\u7834<strong>9\u5206<\/strong>\u5927\u5173\u3002<\/p>\n<p>\u8fd9\u4e00\u7ed3\u679c\u8868\u660e\uff0c\u6a21\u578b\u5728\u9002\u5e94\u5c11\u6570\u7279\u6b8a\u6559\u80b2\u573a\u666f\u65f6\u4ecd\u5b58\u5728\u660e\u663e\u7684\u4e0d\u8db3\u3002<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-javascript\" tabindex=\"0\"><code class=\"language-javascript\"><span class=\"token punctuation\">{<\/span><span class=\"token string\">'\u59d3\u540d'<\/span>\uff1a<span class=\"token string\">'\u4e9a\u5386\u514b\u65af\u00b7\u7ea6\u7ff0\u900a'<\/span>\uff0c<span class=\"token string\">'\u5e74\u9f84'<\/span>\uff1a<span class=\"token number\">22<\/span>\uff0c<span class=\"token string\">'\u5f53\u524d\u6280\u80fd\u6c34\u5e73'<\/span>\uff1a<span class=\"token string\">'\u521d\u7ea7'<\/span>\uff0c<span class=\"token string\">'\u5b66\u4e60\u76ee\u6807'<\/span>\uff1a<span class=\"token string\">'\u5728\u4e00\u5e74\u5185\u5b9e\u73b0\u6d41\u5229\u7684\u4f1a\u8bdd\u5e76\u7406\u89e3\u57fa\u672c\u7684\u4e66\u9762\u6c49\u8bed'<\/span>\uff0c<span class=\"token string\">'\u7814\u7a76\u4e60\u60ef'<\/span>\uff1a<span class=\"token string\">'\u559c\u6b22\u89c6\u89c9\u5b66\u4e60\u6750\u6599\uff0c\u6700\u597d\u5728\u65e9\u4e0a\u5b66\u4e60\uff0c\u6bcf\u5929\u5206\u914d1\u5c0f\u65f6\u7528\u4e8e\u8bed\u8a00\u5b66\u4e60'<\/span>\uff0c<span class=\"token string\">'\u5f31\u70b9'<\/span>\uff1a<span class=\"token string\">'\u53d1\u97f3\u548c\u5b57\u7b26\u8bc6\u522b'<\/span><span class=\"token punctuation\">}<\/span>\u6839\u636e\u5b66\u751f\u4e2a\u4eba\u8d44\u6599\uff0c\u63d0\u4f9b\\\\\u300c\u5b66\u4e60\u8def\u5f84\u89c4\u5212\\\\\u300d\u548c\\\\\u300c\u4e2a\u6027\u5316\u5efa\u8bae\\\\\u300d\uff0c\u4ee5<span class=\"token constant\">JSON<\/span>\u683c\u5f0f\u8fd4\u56de\u3002Deepseek<span class=\"token operator\">-<\/span><span class=\"token constant\">V3<\/span>\u56de\u590d\uff1a<span class=\"token punctuation\">{<\/span>  <span class=\"token string-property property\">\"\u5b66\u4e60\u8def\u5f84\u89c4\u5212\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span>    <span class=\"token string-property property\">\"\u77ed\u671f\u76ee\u6807 (1-3\u4e2a\u6708)\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token string\">\"\u4e13\u6ce8\u4e8e\u638c\u63e1\u62fc\u97f3\u548c\u57fa\u672c\u53d1\u97f3\u89c4\u5219\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u5b66\u4e60100\u4e2a\u6700\u5e38\u7528\u7684\u6c49\u5b57\u53ca\u5176\u542b\u4e49\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u901a\u8fc7\u4f7f\u7528\u95ea\u5361\u548c\u89c6\u9891\u7b49\u89c6\u89c9\u8f85\u52a9\u7ec3\u4e60\u7b80\u5355\u7684\u65e5\u5e38\u5bf9\u8bdd\u3002\"<\/span>    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>    <span class=\"token string-property property\">\"\u4e2d\u671f\u76ee\u6807 (4-6\u4e2a\u6708)\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token string\">\"\u6269\u5c55\u8bcd\u6c47\u91cf\u81f3300-500\u4e2a\uff0c\u91cd\u70b9\u5173\u6ce8\u65e5\u5e38\u4f1a\u8bdd\u4e3b\u9898\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u901a\u8fc7\u9605\u8bfb\u7b80\u5355\u7684\u6587\u672c\u6216\u6f2b\u753b\u63d0\u9ad8\u6c49\u5b57\u8bc6\u522b\u80fd\u529b\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u901a\u8fc7\u6162\u901f\u97f3\u9891\u6750\u6599\u8fdb\u884c\u57fa\u672c\u7684\u542c\u529b\u7ec3\u4e60\u3002\"<\/span>    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>    <span class=\"token string-property property\">\"\u957f\u671f\u76ee\u6807 (7-12\u4e2a\u6708)\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token string\">\"\u5728\u65e5\u5e38\u573a\u666f\u4e2d\u5b9e\u73b0\u4f1a\u8bdd\u6d41\u5229\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u9605\u8bfb\u5e76\u7406\u89e3\u57fa\u7840\u4e2d\u6587\u4e66\u5199\u5185\u5bb9\uff0c\u4f8b\u5982\u77ed\u6587\u6216\u6d88\u606f\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u4e0e\u6bcd\u8bed\u8005\u6216\u8bed\u8a00\u4ea4\u6362\u4f19\u4f34\u7ec3\u4e60\u53e3\u8bed\u8868\u8fbe\u3002\"<\/span>    <span class=\"token punctuation\">]<\/span>  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token string-property property\">\"\u4e2a\u6027\u5316\u5efa\u8bae\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span>    <span class=\"token string-property property\">\"\u5b66\u4e60\u6750\u6599\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token string\">\"\u4f7f\u7528Pleco\u6216Anki\u7b49\u5e94\u7528\u8fdb\u884c\u6c49\u5b57\u8bc6\u522b\u548c\u8bcd\u6c47\u6269\u5c55\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u89c2\u770b\u9002\u5408\u521d\u5b66\u8005\u7684\u5e26\u5b57\u5e55\u4e2d\u6587YouTube\u9891\u9053\u6216\u7535\u89c6\u5267\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u5229\u7528\u95ea\u5361\u3001\u4fe1\u606f\u56fe\u8868\u53ca\u56fe\u89e3\u8bcd\u5178\u7b49\u89c6\u89c9\u5b66\u4e60\u5de5\u5177\u3002\"<\/span>    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>    <span class=\"token string-property property\">\"\u5b66\u4e60\u8ba1\u5212\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token string\">\"\u5728\u65e9\u6668\u5b89\u6392\u4e13\u6ce8\u5b66\u4e60\u65f6\u6bb5\uff0c\u4f8b\u5982\u53d1\u97f3\u7ec3\u4e60\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u6bcf\u5929\u82b130\u5206\u949f\u8fdb\u884c\u542c\u529b\u7ec3\u4e60\uff0c\u53e630\u5206\u949f\u8fdb\u884c\u9605\u8bfb\u6216\u5199\u4f5c\u3002\"<\/span>    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>    <span class=\"token string-property property\">\"\u7ec3\u4e60\u7b56\u7565\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token string\">\"\u5f55\u5236\u81ea\u5df1\u7684\u8bed\u97f3\u4ee5\u76d1\u6d4b\u548c\u6539\u5584\u53d1\u97f3\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u52a0\u5165HelloTalk\u6216Tandem\u7b49\u5728\u7ebf\u8bed\u8a00\u4ea4\u6362\u5e73\u53f0\uff0c\u4e0e\u6bcd\u8bed\u8005\u4ea4\u6d41\u7ec3\u4e60\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u53c2\u52a0\u4e2d\u6587\u8bed\u8a00\u805a\u4f1a\u6216\u5728\u7ebf\u793e\u533a\u4ee5\u8fdb\u884c\u6c89\u6d78\u5f0f\u7ec3\u4e60\u3002\"<\/span>    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>    <span class=\"token string-property property\">\"\u5f31\u70b9\u63d0\u5347\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>      <span class=\"token string\">\"\u901a\u8fc7\u6a21\u4eff\u6bcd\u8bed\u8005\u53ca\u4f7f\u7528\u50cfPinyin Trainer\u8fd9\u6837\u7684\u5e94\u7528\u7a0b\u5e8f\u4e13\u6ce8\u6539\u8fdb\u53d1\u97f3\u3002\"<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token string\">\"\u6bcf\u5929\u7ec3\u4e60\u6c49\u5b57\u8bc6\u522b\uff0c\u901a\u8fc7\u4e66\u5199\u6c49\u5b57\u548c\u4f7f\u7528\u95f4\u9694\u91cd\u590d\u5de5\u5177\u8fdb\u884c\u5de9\u56fa\u3002\"<\/span>    <span class=\"token punctuation\">]<\/span>  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">}<\/span><span class=\"token number\">1.3<\/span> \u573a\u666f\u5143\u7d20\u6574\u5408\u80fd\u529b\uff08\u4eba\u7c7b\u8bc4\u4f30\uff09\uff1a\u5f97\u5206\uff1a<span class=\"token number\">5<\/span><span class=\"token operator\">\/<\/span><span class=\"token number\">10<\/span>\u539f\u56e0\uff1a\u63a8\u8350\u89c6\u89c9\u5de5\u5177\u4f46\u672a\u5177\u4f53\u8bf4\u660e\uff08\u5982<span class=\"token string\">\"infographics\"<\/span>\u7c7b\u578b\uff09\uff0c\u6668\u95f4\u5b66\u4e60\u5efa\u8bae\u7b3c\u7edf\u3002\u53d1\u97f3\u6539\u8fdb\u7b56\u7565\u91cd\u590d\u95ee\u9898\u63cf\u8ff0\uff08<span class=\"token string\">\"mimicking native speakers\"<\/span>\uff09\uff0c\u672a\u63d0\u51fa\u521b\u65b0\u65b9\u6cd5\u3002<span class=\"token number\">4.2<\/span> \u4e2a\u6027\u5316\u9002\u5e94\u4e0e\u5b66\u4e60\u652f\u6301\uff08\u4eba\u7c7b\u8bc4\u4f30\uff09\uff1a\u5f97\u5206\uff1a<span class=\"token number\">6<\/span><span class=\"token operator\">\/<\/span><span class=\"token number\">10<\/span>\u539f\u56e0\uff1a<span class=\"token string\">\"join online communities\"<\/span>\u672a\u8bf4\u660e\u5177\u4f53\u7c7b\u578b\uff0c<span class=\"token string\">\"daily 1 hour\"<\/span>\u672a\u7ec6\u5316\u4e3a\u9002\u5408\u521d\u5b66\u8005\u7684\u6a21\u5757\u7ec4\u5408\u3002\u5b57\u7b26\u7ec3\u4e60\u5efa\u8bae\u7f3a\u4e4f\u8fdb\u9636\u65b9\u6848\uff08\u4ec5\u63d0\u5230<span class=\"token string\">\"spaced repetition\"<\/span>\uff09\u3002\r\n\r\n<span class=\"token punctuation\">{<\/span><span class=\"token string\">'\u59d3\u540d'<\/span>\uff1a<span class=\"token string\">'\u4e9a\u5386\u514b\u65af\u00b7\u7ea6\u7ff0\u900a'<\/span>\uff0c<span class=\"token string\">'\u5e74\u9f84'<\/span>\uff1a<span class=\"token number\">22<\/span>\uff0c<span class=\"token string\">'\u5f53\u524d\u6280\u80fd\u6c34\u5e73'<\/span>\uff1a<span class=\"token string\">'\u521d\u7ea7'<\/span>\uff0c<span class=\"token string\">'\u5b66\u4e60\u76ee\u6807'<\/span>\uff1a<span class=\"token string\">'\u5728\u4e00\u5e74\u5185\u5b9e\u73b0\u6d41\u5229\u7684\u4f1a\u8bdd\u5e76\u7406\u89e3\u57fa\u672c\u7684\u4e66\u9762\u6c49\u8bed'<\/span>\uff0c<span class=\"token string\">'\u7814\u7a76\u4e60\u60ef'<\/span>\uff1a<span class=\"token string\">'\u559c\u6b22\u89c6\u89c9\u5b66\u4e60\u6750\u6599\uff0c\u6700\u597d\u5728\u65e9\u4e0a\u5b66\u4e60\uff0c\u6bcf\u5929\u5206\u914d1\u5c0f\u65f6\u7528\u4e8e\u8bed\u8a00\u5b66\u4e60'<\/span>\uff0c<span class=\"token string\">'\u5f31\u70b9'<\/span>\uff1a<span class=\"token string\">'\u53d1\u97f3\u548c\u5b57\u7b26\u8bc6\u522b'<\/span><span class=\"token punctuation\">}<\/span>\u6839\u636e\u5b66\u751f\u4e2a\u4eba\u8d44\u6599\uff0c\u63d0\u4f9b\\\\\u300c\u5b66\u4e60\u8def\u5f84\u89c4\u5212\\\\\u300d\u548c\\\\\u300c\u4e2a\u6027\u5316\u5efa\u8bae\\\\\u300d\uff0c\u4ee5<span class=\"token constant\">JSON<\/span>\u683c\u5f0f\u8fd4\u56de\u3002\r\nDeepseek<span class=\"token operator\">-<\/span><span class=\"token constant\">V3<\/span>\u56de\u590d\uff1a\r\n<span class=\"token punctuation\">{<\/span>\r\n  <span class=\"token string-property property\">\"\u5b66\u4e60\u8def\u5f84\u89c4\u5212\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token string-property property\">\"\u77ed\u671f\u76ee\u6807 (1-3\u4e2a\u6708)\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>\r\n      <span class=\"token string\">\"\u4e13\u6ce8\u4e8e\u638c\u63e1\u62fc\u97f3\u548c\u57fa\u672c\u53d1\u97f3\u89c4\u5219\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u5b66\u4e60100\u4e2a\u6700\u5e38\u7528\u7684\u6c49\u5b57\u53ca\u5176\u542b\u4e49\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u901a\u8fc7\u4f7f\u7528\u95ea\u5361\u548c\u89c6\u9891\u7b49\u89c6\u89c9\u8f85\u52a9\u7ec3\u4e60\u7b80\u5355\u7684\u65e5\u5e38\u5bf9\u8bdd\u3002\"<\/span>\r\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>\r\n    <span class=\"token string-property property\">\"\u4e2d\u671f\u76ee\u6807 (4-6\u4e2a\u6708)\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>\r\n      <span class=\"token string\">\"\u6269\u5c55\u8bcd\u6c47\u91cf\u81f3300-500\u4e2a\uff0c\u91cd\u70b9\u5173\u6ce8\u65e5\u5e38\u4f1a\u8bdd\u4e3b\u9898\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u901a\u8fc7\u9605\u8bfb\u7b80\u5355\u7684\u6587\u672c\u6216\u6f2b\u753b\u63d0\u9ad8\u6c49\u5b57\u8bc6\u522b\u80fd\u529b\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u901a\u8fc7\u6162\u901f\u97f3\u9891\u6750\u6599\u8fdb\u884c\u57fa\u672c\u7684\u542c\u529b\u7ec3\u4e60\u3002\"<\/span>\r\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>\r\n    <span class=\"token string-property property\">\"\u957f\u671f\u76ee\u6807 (7-12\u4e2a\u6708)\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>\r\n      <span class=\"token string\">\"\u5728\u65e5\u5e38\u573a\u666f\u4e2d\u5b9e\u73b0\u4f1a\u8bdd\u6d41\u5229\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u9605\u8bfb\u5e76\u7406\u89e3\u57fa\u7840\u4e2d\u6587\u4e66\u5199\u5185\u5bb9\uff0c\u4f8b\u5982\u77ed\u6587\u6216\u6d88\u606f\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u4e0e\u6bcd\u8bed\u8005\u6216\u8bed\u8a00\u4ea4\u6362\u4f19\u4f34\u7ec3\u4e60\u53e3\u8bed\u8868\u8fbe\u3002\"<\/span>\r\n    <span class=\"token punctuation\">]<\/span>\r\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>\r\n  <span class=\"token string-property property\">\"\u4e2a\u6027\u5316\u5efa\u8bae\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token string-property property\">\"\u5b66\u4e60\u6750\u6599\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>\r\n      <span class=\"token string\">\"\u4f7f\u7528Pleco\u6216Anki\u7b49\u5e94\u7528\u8fdb\u884c\u6c49\u5b57\u8bc6\u522b\u548c\u8bcd\u6c47\u6269\u5c55\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u89c2\u770b\u9002\u5408\u521d\u5b66\u8005\u7684\u5e26\u5b57\u5e55\u4e2d\u6587YouTube\u9891\u9053\u6216\u7535\u89c6\u5267\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u5229\u7528\u95ea\u5361\u3001\u4fe1\u606f\u56fe\u8868\u53ca\u56fe\u89e3\u8bcd\u5178\u7b49\u89c6\u89c9\u5b66\u4e60\u5de5\u5177\u3002\"<\/span>\r\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>\r\n    <span class=\"token string-property property\">\"\u5b66\u4e60\u8ba1\u5212\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>\r\n      <span class=\"token string\">\"\u5728\u65e9\u6668\u5b89\u6392\u4e13\u6ce8\u5b66\u4e60\u65f6\u6bb5\uff0c\u4f8b\u5982\u53d1\u97f3\u7ec3\u4e60\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u6bcf\u5929\u82b130\u5206\u949f\u8fdb\u884c\u542c\u529b\u7ec3\u4e60\uff0c\u53e630\u5206\u949f\u8fdb\u884c\u9605\u8bfb\u6216\u5199\u4f5c\u3002\"<\/span>\r\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>\r\n    <span class=\"token string-property property\">\"\u7ec3\u4e60\u7b56\u7565\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>\r\n      <span class=\"token string\">\"\u5f55\u5236\u81ea\u5df1\u7684\u8bed\u97f3\u4ee5\u76d1\u6d4b\u548c\u6539\u5584\u53d1\u97f3\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u52a0\u5165HelloTalk\u6216Tandem\u7b49\u5728\u7ebf\u8bed\u8a00\u4ea4\u6362\u5e73\u53f0\uff0c\u4e0e\u6bcd\u8bed\u8005\u4ea4\u6d41\u7ec3\u4e60\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u53c2\u52a0\u4e2d\u6587\u8bed\u8a00\u805a\u4f1a\u6216\u5728\u7ebf\u793e\u533a\u4ee5\u8fdb\u884c\u6c89\u6d78\u5f0f\u7ec3\u4e60\u3002\"<\/span>\r\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>\r\n    <span class=\"token string-property property\">\"\u5f31\u70b9\u63d0\u5347\"<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>\r\n      <span class=\"token string\">\"\u901a\u8fc7\u6a21\u4eff\u6bcd\u8bed\u8005\u53ca\u4f7f\u7528\u50cfPinyin Trainer\u8fd9\u6837\u7684\u5e94\u7528\u7a0b\u5e8f\u4e13\u6ce8\u6539\u8fdb\u53d1\u97f3\u3002\"<\/span><span class=\"token punctuation\">,<\/span>\r\n      <span class=\"token string\">\"\u6bcf\u5929\u7ec3\u4e60\u6c49\u5b57\u8bc6\u522b\uff0c\u901a\u8fc7\u4e66\u5199\u6c49\u5b57\u548c\u4f7f\u7528\u95f4\u9694\u91cd\u590d\u5de5\u5177\u8fdb\u884c\u5de9\u56fa\u3002\"<\/span>\r\n    <span class=\"token punctuation\">]<\/span>\r\n  <span class=\"token punctuation\">}<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n<span class=\"token number\">1.3<\/span> \r\n\u573a\u666f\u5143\u7d20\u6574\u5408\u80fd\u529b\uff08\u4eba\u7c7b\u8bc4\u4f30\uff09\uff1a\r\n\u5f97\u5206\uff1a<span class=\"token number\">5<\/span><span class=\"token operator\">\/<\/span><span class=\"token number\">10<\/span>\r\n\u539f\u56e0\uff1a\u63a8\u8350\u89c6\u89c9\u5de5\u5177\u4f46\u672a\u5177\u4f53\u8bf4\u660e\uff08\u5982<span class=\"token string\">\"infographics\"<\/span>\u7c7b\u578b\uff09\uff0c\u6668\u95f4\u5b66\u4e60\u5efa\u8bae\u7b3c\u7edf\u3002\u53d1\u97f3\u6539\u8fdb\u7b56\u7565\u91cd\u590d\u95ee\u9898\u63cf\u8ff0\uff08<span class=\"token string\">\"mimicking native speakers\"<\/span>\uff09\uff0c\u672a\u63d0\u51fa\u521b\u65b0\u65b9\u6cd5\u3002\r\n<span class=\"token number\">4.2<\/span> \r\n\u4e2a\u6027\u5316\u9002\u5e94\u4e0e\u5b66\u4e60\u652f\u6301\uff08\u4eba\u7c7b\u8bc4\u4f30\uff09\uff1a\r\n\u5f97\u5206\uff1a<span class=\"token number\">6<\/span><span class=\"token operator\">\/<\/span><span class=\"token number\">10<\/span>\r\n\u539f\u56e0\uff1a<span class=\"token string\">\"join online communities\"<\/span>\u672a\u8bf4\u660e\u5177\u4f53\u7c7b\u578b\uff0c<span class=\"token string\">\"daily 1 hour\"<\/span>\u672a\u7ec6\u5316\u4e3a\u9002\u5408\u521d\u5b66\u8005\u7684\u6a21\u5757\u7ec4\u5408\u3002\u5b57\u7b26\u7ec3\u4e60\u5efa\u8bae\u7f3a\u4e4f\u8fdb\u9636\u65b9\u6848\uff08\u4ec5\u63d0\u5230<span class=\"token string\">\"spaced repetition\"<\/span>\uff09\u3002<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<li>32.<\/li>\n<li>33.<\/li>\n<li>34.<\/li>\n<li>35.<\/li>\n<li>36.<\/li>\n<li>37.<\/li>\n<li>38.<\/li>\n<li>39.<\/li>\n<li>40.<\/li>\n<li>41.<\/li>\n<li>42.<\/li>\n<li>43.<\/li>\n<li>44.<\/li>\n<li>45.<\/li>\n<li>46.<\/li>\n<li>47.<\/li>\n<li>48.<\/li>\n<li>49.<\/li>\n<li>50.<\/li>\n<li>51.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u5c3d\u7ba1\u8fd9\u4e9b\u6a21\u578b\u5728\u5927\u591a\u6570\u5e38\u89c1\u6559\u80b2\u4efb\u52a1\u4e2d\u5c55\u73b0\u4e86\u8f83\u4e3a\u51fa\u8272\u7684\u8868\u73b0\uff0c\u4f46\u5728\u9762\u5bf9\u4e00\u4e9b\u590d\u6742\u6216\u7279\u6b8a\u7684\u6559\u80b2\u60c5\u5883\u65f6\uff0c\u4ecd\u96be\u4ee5\u505a\u5230\u4e0e\u4eba\u7c7b\u6807\u6ce8\u8005\u76f8\u5339\u914d\u3002<\/p>\n<p>\u8fd9\u79cd\u5dee\u8ddd\u53ef\u80fd\u6e90\u4e8e\u6a21\u578b\u5bf9\u8fd9\u4e9b\u573a\u666f\u7684\u7406\u89e3\u80fd\u529b\u548c\u5e94\u5bf9\u7b56\u7565\u7684\u5c40\u9650\u6027\uff0c\u5c24\u5176\u662f\u5728\u6d89\u53ca\u590d\u6742\u63a8\u7406\u3001\u60c5\u611f\u8bc6\u522b\u6216\u4e2a\u6027\u5316\u53cd\u9988\u7684\u4efb\u52a1\u4e2d\uff0c\u6a21\u578b\u7684\u9002\u5e94\u6027\u548c\u51c6\u786e\u6027\u4ecd\u9700\u8fdb\u4e00\u6b65\u63d0\u5347\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u6a21\u578b\u7ed9\u5206\u9ad8\u4e8e\u4eba\u7c7b\u8bc4\u5206\uff1f<\/strong><\/p>\n<p>\u5728\u4e0a\u8868\u53ef\u4ee5\u6e05\u695a\u5730\u89c2\u5bdf\u5230\uff0c\u6a21\u578b\u7684\u8bc4\u5206\u666e\u904d\u9ad8\u4e8e\u4eba\u7c7b\u6807\u6ce8\u8005\u3002\u5728<strong>metric<\/strong>\u548c<strong>domain<\/strong>\u4e24\u4e2a\u5c42\u9762\uff0c\u6a21\u578b\u7684\u5f97\u5206\u901a\u5e38\u5927\u4e8e\u4eba\u7c7b\u8bc4\u5206\u8fd1<strong>1\u5206<\/strong>\u3002<\/p>\n<p>\u7279\u522b\u662f\u5728<strong>Q&amp;A<\/strong>\u8fd9\u4e00\u9886\u57df\uff0c\u6a21\u578b\u7684\u5f97\u5206\u901a\u5e38\u5728<strong>9\u5206<\/strong>\u4ee5\u4e0a\uff0c\u800c\u4eba\u7c7b\u8bc4\u5206\u4ec5\u4e3a<strong>6-7\u5206<\/strong>\uff0c\u4e24\u8005\u4e4b\u95f4<strong>2\u5206<\/strong>\u7684\u5dee\u8ddd\uff0c\u53cd\u6620\u5728\u5177\u4f53<strong>metric<\/strong>\u8bc4\u5206\u7ec6\u5219\u4e0a\u5b58\u5728\u8f83\u5927\u5dee\u5f02\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u8ba4\u4e3a\uff0c\u8fd9\u79cd\u73b0\u8c61\u53ef\u80fd\u7531\u4ee5\u4e0b\u4e24\u65b9\u9762\u539f\u56e0\u9020\u6210\uff1a<\/p>\n<ol class=\"list-paddingleft-1\" data-id=\"oce3d02a-cVOjLbmY\">\n<li data-id=\"ld70c578-VzZm32QK\"><strong>\u6a21\u578b\u5bf9\u8bc4\u5206\u7ec6\u5219\u7684\u7406\u89e3\u5b58\u5728\u504f\u5dee<\/strong>\uff0c\u4f46\u8fd9\u4e00\u95ee\u9898\u53ef\u4ee5\u901a\u8fc7\u540e\u7eed\u8bad\u7ec3\u52a0\u4ee5\u89e3\u51b3\uff0c\u7279\u522b\u662f\u56e0\u4e3a\u5f53\u524d\u4f7f\u7528\u7684\u8bc4\u4f30\u6a21\u578b\u5c1a\u4e3a\u901a\u7528\u6a21\u578b\uff0c\u672a\u7ecf\u8fc7\u4e13\u95e8\u7684\u5956\u52b1\u8bad\u7ec3\uff1b<\/li>\n<li data-id=\"ld70c578-X1uWgLqp\"><strong>\u73b0\u6709\u7684\u5927\u6a21\u578b\u4e0d\u503e\u5411\u4e8e\u7ed9\u51fa\u8d1f\u9762\u53cd\u9988<\/strong>\uff0c\u5bfc\u81f4\u6a21\u578b\u8bc4\u4f30\u4e2d\u5bf9\u7528\u6237\u95ee\u9898\u6216\u7b54\u6848\u7684\u8bc4\u4ef7\u8fc7\u4e8e\u5bbd\u5bb9\u3002\u7814\u7a76\u56e2\u961f\u8ba4\u4e3a\uff0c\u540e\u7eed\u7684\u8bad\u7ec3\u548c\u5bf9\u9f50\u5c06\u6709\u52a9\u4e8e\u7f13\u89e3\u8fd9\u4e00\u95ee\u9898\uff0c\u8fd9\u4e5f\u662f\u503c\u5f97\u8fdb\u4e00\u6b65\u63a2\u7d22\u7684\u91cd\u70b9\u65b9\u5411\u3002<\/li>\n<\/ol>\n<p><strong>\u591a\u6e90\u77e5\u8bc6\u84b8\u998f\u65b9\u6cd5\u4f7f\u5c0f\u6a21\u578b\u53cd\u8d25\u4e3a\u80dc<\/strong><\/p>\n<p>\u57fa\u4e8e<strong>EduBench<\/strong>\u7684\u8bc4\u4f30\u7ed3\u679c\uff0c\u7814\u7a76\u56e2\u961f\u6839\u636e\u5927\u6a21\u578b\u548c\u4eba\u7c7b\u6807\u6ce8\u5458\u5728\u9a8c\u8bc1\u96c6\u4e0a\u7684\u8bc4\u4f30\u7ed3\u679c\u6311\u9009\u51fa\u4e86\u5728\u6bcf\u4e2a\u6559\u80b2\u573a\u666f\u4e2d\u8868\u73b0\u6700\u4e3a\u51fa\u8272\u7684\u6a21\u578b\uff0c\u5e76\u5c06\u8fd9\u4e9b\u9876\u5c16\u6a21\u578b\u7684\u77e5\u8bc6\u8fdb\u884c\u878d\u5408\uff0c\u6784\u5efa\u6210\u4e00\u4e2a<strong>\u591a\u6e90\u77e5\u8bc6\u84b8\u998f\u6e90\u6a21\u578b\u7ec4\u5408<\/strong>\u3002<\/p>\n<p>\u8fd9\u4e00\u521b\u65b0\u7b56\u7565\u4e0d\u4ec5\u4f7f\u5f97\u5404\u4e2a\u6a21\u578b\u7684\u4f18\u52bf\u5f97\u4ee5\u6709\u6548\u6574\u5408\uff0c\u8fd8\u4e3a\u8bad\u7ec3\u5c0f\u89c4\u6a21\u6a21\u578b\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u53ef\u80fd\u6027\u3002\u901a\u8fc7\u8fd9\u4e00\u591a\u6e90\u77e5\u8bc6\u84b8\u998f\u7684\u65b9\u5f0f\uff0c\u56e2\u961f\u6210\u529f\u5c06\u591a\u4e2a\u4f18\u79c0\u6a21\u578b\u7684\u77e5\u8bc6\u7cbe\u534e\u63d0\u53d6\uff0c\u5e76\u5e94\u7528\u4e8e\u4e00\u4e2a7<strong>B<\/strong>\u6559\u80b2\u6a21\u578b\u7684\u8bad\u7ec3\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202506\/03\/d4bdb52080cc5ac4d255829979b70ef90bae92.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u5b9e\u9a8c\u7ed3\u679c\u4ee4\u4eba\u9707\u60ca\u2014\u2014\u5373\u4fbf\u662f\u5982\u6b64\u5c0f\u89c4\u6a21\u7684\u6a21\u578b\uff0c\u5728\u4f7f\u7528\u7ea6<strong>17000<\/strong>\u4e2a\u7b5b\u9009\u540e\u7684\u8bad\u7ec3\u6837\u672c\u7684\u60c5\u51b5\u4e0b\uff0c\u7ecf\u8fc7\u84b8\u998f\u8bad\u7ec3\u540e\uff0c\u80fd\u591f\u5728\u591a\u4e2a\u5173\u952e\u8bc4\u4f30\u6307\u6807\u4e0a\uff0c\u8fbe\u5230\u4e0e<strong>671B<\/strong>\u7684<strong>DeepSeek V3<\/strong>\u76f8\u5ab2\u7f8e\u7684\u6027\u80fd\u3002<\/p>\n<p>\u8fd9\u4e00\u7a81\u7834\u4e3a\u8d44\u6e90\u53d7\u9650\u7684\u6559\u80b2\u573a\u666f\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u540c\u65f6\u4e5f\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u7684\u9ad8\u6548\u5229\u7528\u5f00\u8f9f\u4e86\u65b0\u7684\u8def\u5f84\u3002<\/p>\n<p><strong>\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u51b3\u7b56\u6709\u591a\u5927\u5dee\u8ddd\uff1f<\/strong><\/p>\n<p>\u5728\u4f7f\u7528\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30\u4e4b\u540e\uff0c\u7814\u7a76\u56e2\u961f\u8fdb\u4e00\u6b65\u91c7\u7528<strong>Kendall&#8217;s W<\/strong>\u6765\u8861\u91cf\u4e0d\u540c\u8bc4\u4f30\u6a21\u578b\u4e4b\u95f4\uff0c\u4ee5\u53ca\u8bc4\u4f30\u6a21\u578b\u4e0e\u4eba\u7c7b\u6807\u6ce8\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202506\/03\/d7c565060f3da8bd7d56708ef6ab0c7f29e883.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u6574\u4f53\u6765\u770b\uff0c<strong>DeepSeek-V3<\/strong>\u4f5c\u4e3a\u8bc4\u4f30\u6a21\u578b\uff0c\u4e0e\u4eba\u7c7b\u6807\u6ce8\u8005\u7684\u8868\u73b0\u5c55\u793a\u51fa\u4e86\u6700\u9ad8\u7684\u4e00\u81f4\u6027\u3002<\/p>\n<p>\u5c3d\u7ba1\u6a21\u578b\u4e0e\u4eba\u7c7b\u6807\u6ce8\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\u8868\u73b0\u5f97\u76f8\u5bf9\u660e\u663e\uff0c\u4f46\u5e76\u672a\u8fbe\u5230\u9ad8\u5ea6\u7684\u4e00\u81f4\uff0c\u5177\u4f53\u7684\u5206\u6570\u7ed9\u5b9a\u4e0a\u4ecd\u5b58\u5728\u4e00\u5b9a\u5dee\u8ddd\u3002<\/p>\n<p><strong>\u6253\u5206\u4e3a\u4ec0\u4e48\u9009\u62e9Point-wise\uff1fPair-wise\u6709\u4ec0\u4e48\u7f3a\u70b9<\/strong><\/p>\n<p>\u5728\u7814\u7a76\u7684\u6700\u521d\u9636\u6bb5\uff0c\u7814\u7a76\u56e2\u961f\u91c7\u7528\u4e86p<strong>air-wise<\/strong>\u7684\u8bc4\u4f30\u65b9\u5f0f\uff0c\u5373\u8ba9\u6a21\u578b\u4ece\u4e24\u4e2a\u7b54\u6848\u4e2d\u9009\u62e9\u4e00\u4e2a\u6700\u4f18\u7b54\u6848\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5728\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\uff0c\u56e2\u961f\u53d1\u73b0\u4e86\u4e00\u4e2a\u95ee\u9898\uff1a\u6a21\u578b\u9009\u62e9\u7b54\u6848\u7684\u7ed3\u679c\u53d7\u5230\u4e86\u4e24\u4e2a\u7b54\u6848\u5728<strong>prompt<\/strong>\u4e2d\u7ec4\u7ec7\u987a\u5e8f\u7684\u663e\u8457\u5f71\u54cd\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202506\/03\/02a7151579aaa596a8f910835d41568dbf2596.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u8fd9\u4e00\u73b0\u8c61\u5728<strong>GPT-4o<\/strong>\u4e0a\u8868\u73b0\u5f97\u5c24\u4e3a\u660e\u663e\u2014\u2014\u5f53\u4e24\u4e2a\u7b54\u6848\u88ab\u5bf9\u6bd4\u65f6\uff0c\u6a21\u578b\u503e\u5411\u4e8e\u9009\u62e9\u6392\u5728\u524d\u9762\u7684\u7b54\u6848\uff0c\u9009\u62e9\u7684\u6bd4\u4f8b\u751a\u81f3\u8fbe\u5230\u4e86<strong>70-80%<\/strong><\/p>\n<p>\u8fd9\u8868\u660e\uff0c\u6a21\u578b\u7684\u9009\u62e9\u8fc7\u7a0b\u5df2\u7ecf\u88ab\u7b54\u6848\u7684\u987a\u5e8f\u9ad8\u5ea6\u5e72\u6270\uff0c\u5bfc\u81f4\u8bc4\u4f30\u7ed3\u679c\u7684\u504f\u5dee\u3002\u76f8\u5bf9\u800c\u8a00\uff0c<strong>QwQ-Plus<\/strong>\u6a21\u578b\u5c55\u73b0\u51fa\u4e86\u8f83\u9ad8\u7684\u4e00\u81f4\u6027\uff0c\u5176\u9009\u62e9\u7ed3\u679c\u5e76\u672a\u53d7\u5230\u7b54\u6848\u987a\u5e8f\u7684\u660e\u663e\u5f71\u54cd\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u4e00\u53d1\u73b0\uff0c\u7814\u7a76\u56e2\u961f\u6700\u7ec8\u51b3\u5b9a\u8f6c\u5411<strong>point-wise<\/strong>\u8bc4\u4f30\u65b9\u5f0f\uff0c\u8fd9\u79cd\u65b9\u5f0f\u4e0d\u4ec5\u66f4\u52a0\u516c\u5e73\uff0c\u800c\u4e14\u907f\u514d\u4e86\u987a\u5e8f\u5e72\u6270\uff0c\u80fd\u591f\u66f4\u51c6\u786e\u5730\u53cd\u6620\u6a21\u578b\u5728\u5404\u4e2a\u7ef4\u5ea6\u4e0a\u7684\u8868\u73b0\u3002<\/p>\n<h4>\u672a\u6765\u5de5\u4f5c<\/h4>\n<ul data-id=\"ua73dd4b-ggMiAd57\">\n<li data-id=\"ld70c578-n6JDLJ0M\">\u5f53\u524d\u6240\u6709\u7684\u95ee\u9898\u67e5\u8be2\u6570\u636e\u5747\u7531\u6a21\u578b\u751f\u6210\uff0c\u8fd9\u53ef\u80fd\u65e0\u6cd5\u5168\u9762\u53cd\u6620\u771f\u5b9e\u6216\u591a\u6837\u5316\u7684\u7528\u6237\u610f\u56fe\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347\u8bc4\u4f30\u7684\u51c6\u786e\u6027\uff0c\u7814\u7a76\u56e2\u961f\u8ba1\u5212\u52a0\u5165\u66f4\u591a\u4eba\u5de5\u7f16\u5199\u7684\u67e5\u8be2\uff0c\u4ee5\u5f25\u8865\u6a21\u578b\u751f\u6210\u6570\u636e\u7684\u5c40\u9650\u6027\u3002<\/li>\n<li data-id=\"ld70c578-DAXZIPkt\">\u6b64\u5916\uff0c\u5927\u591a\u6570\u8bc4\u4f30\u6307\u6807\u548c\u4efb\u52a1\u573a\u666f\u662f\u624b\u52a8\u8bbe\u8ba1\u7684\uff0c\u81ea\u52a8\u5316\u8fd9\u4e9b\u8fc7\u7a0b\u5c06\u663e\u8457\u63d0\u9ad8\u8bc4\u4f30\u7684\u53ef\u6269\u5c55\u6027\u4e0e\u4e00\u81f4\u6027\u3002\u7814\u7a76\u56e2\u961f\u6b63\u5728\u63a2\u7d22\u5982\u4f55\u901a\u8fc7\u81ea\u52a8\u5316\u624b\u6bb5\u4f18\u5316\u8bc4\u4f30\u6d41\u7a0b\uff0c\u786e\u4fdd\u66f4\u5e7f\u6cdb\u7684\u9002\u7528\u6027\u548c\u66f4\u9ad8\u7684\u6548\u7387\u3002<\/li>\n<li data-id=\"ld70c578-F1V0cRk9\">\u7814\u7a76\u56e2\u961f\u5c06\u6301\u7eed\u7ef4\u62a4\u8be5\u8bc4\u4f30\u57fa\u51c6\uff0c\u5f62\u6210\u53d1\u5c55\u7684\u6559\u80b2\u573a\u666f\u6570\u636e\u548c\u66f4\u5b8c\u5584\u7684\u8bc4\u4f30\u4f53\u7cfb\uff0c\u52a9\u529b\u6559\u80b2\u5927\u6a21\u578b\u53d1\u5c55\u548c\u667a\u6167\u6559\u80b2\u63a8\u5e7f\u3002<\/li>\n<\/ul>\n<h4>\u603b\u7ed3<\/h4>\n<p><strong>EduBench<\/strong>\u7684\u53d1\u5e03\uff0c\u4e3a\u6559\u80b2\u5927\u6a21\u578b\u7684\u63a8\u5e7f\u63d0\u4f9b\u4e86\u79d1\u5b66\u5168\u9762\u7684\u8bc4\u4f30\u6846\u67b6\u548c\u9ad8\u8d28\u91cf\u6570\u636e\u8d44\u6e90\u3002\u5b83\u4e0d\u4ec5\u4e3a\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u6df1\u523b\u7684\u6d1e\u5bdf\uff0c\u5e2e\u52a9\u4ed6\u4eec\u7406\u89e3\u5e76\u4f18\u5316\u5927\u8bed\u8a00\u6a21\u578b\u5728\u6559\u80b2\u573a\u666f\u4e2d\u7684\u8868\u73b0\uff0c\u8fd8\u4e3a\u6559\u80b2\u5de5\u4f5c\u8005\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u5de5\u5177\uff0c\u52a9\u529b\u63d0\u5347\u6559\u5b66\u6548\u7387\u548c\u8d28\u91cf\u3002<\/p>\n<p>\u968f\u7740\u66f4\u591a\u6559\u80b2\u573a\u666f\u7684\u4e0d\u65ad\u52a0\u5165\u4e0e\u8bc4\u4f30\u6307\u6807\u7684\u9010\u6b65\u5b8c\u5584\uff0c<strong>EduBench<\/strong>\u6709\u671b\u6210\u4e3a\u63a8\u52a8\u6559\u80b2AI\u53d1\u5c55\u7684\u6838\u5fc3\u5e73\u53f0\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u4e5f\u671f\u5f85\u4e0e\u66f4\u591a\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u5728\u6559\u80b2\u5e94\u7528\u65b9\u9762\u6709\u5174\u8da3\u7684\u5b66\u8005\u4e0e\u4ece\u4e1a\u8005\u5408\u4f5c\uff0c\u5171\u540c\u5f00\u62d3\u8fd9\u4e00\u9886\u57df\u7684\u6f5c\u529b\uff0c\u63a8\u52a8\u6559\u80b2\u8d70\u5411\u66f4\u52a0\u4e2a\u6027\u5316\u3001\u667a\u80fd\u5316\u7684\u672a\u6765\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_26169\" class=\"pvc_stats total_only  \" data-element-id=\"26169\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u53d1\u5c55\u6559\u80b2\u5927\u6a21\u578b\u9700\u8981\u65b0\u7684\u6570\u636e\u548c\u8bc4\u4f30\u4f53\u7cfb\uff01\u5317\u4eac\u7406\u5de5\u5927\u5b66\u9ad8\u626c\u8001\u5e08\u56e2\u961f\u63a8\u51faEduBench\uff0c\u662f\u9996\u4e2a\u4e13\u4e3a\u6559\u80b2\u573a\u666f\u6253\u9020\u7684\u7efc [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_26169\" class=\"pvc_stats total_only  \" data-element-id=\"26169\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":26171,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[1735],"class_list":["post-26169","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-20","category-80","tag-1735"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/26169","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=26169"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/26169\/revisions"}],"predecessor-version":[{"id":26172,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/26169\/revisions\/26172"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/26171"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=26169"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=26169"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=26169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}