{"id":15890,"date":"2026-06-10T07:10:06","date_gmt":"2026-06-09T23:10:06","guid":{"rendered":"https:\/\/ab123.xyz\/?p=15890"},"modified":"2026-06-10T07:10:06","modified_gmt":"2026-06-09T23:10:06","slug":"deepseek-r1-%e5%9f%ba%e5%87%86%e6%b5%8b%e8%af%95%e5%af%b9%e6%af%94%ef%bc%9a%e4%b8%8e-gpt-4o-%e5%92%8c-claude-%e7%9a%84%e5%b7%ae%e5%bc%82%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=15890","title":{"rendered":"DeepSeek-R1 \u57fa\u51c6\u6d4b\u8bd5\u5bf9\u6bd4\uff1a\u4e0e GPT-4o \u548c Claude \u7684\u5dee\u5f02\u89e3\u6790"},"content":{"rendered":"

\u5728\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u7ade\u4e89\u65e5\u76ca\u6fc0\u70c8\u7684\u5f53\u4e0b\uff0cDeepSeek-R1 \u51ed\u501f\u5176\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u4eae\u773c\u8868\u73b0\uff0c\u8fc5\u901f\u6210\u4e3a\u5f00\u53d1\u8005\u4e0e\u79d1\u7814\u673a\u6784\u5173\u6ce8\u7684\u7126\u70b9\u3002\u672c\u6587\u57fa\u4e8e\u6700\u65b0\u53d1\u5e03\u7684\u6743\u5a01\u8bc4\u6d4b\u6570\u636e\uff0c\u4ece\u63a8\u7406\u80fd\u529b\u3001\u6570\u5b66\u7ade\u8d5b\u3001\u4ee3\u7801\u751f\u6210\u3001\u591a\u6a21\u6001\u7406\u89e3\u53ca\u6210\u672c\u6548\u7387\u7b49\u7ef4\u5ea6\uff0c\u5c06 DeepSeek-R1 \u4e0e GPT-4o\u3001Claude \u8fdb\u884c\u6a2a\u5411\u5bf9\u6bd4\uff0c\u5e2e\u52a9\u8bfb\u8005\u5168\u9762\u4e86\u89e3\u4e09\u8005\u7684\u6838\u5fc3\u5dee\u5f02\u3002<\/p>\n

\u8bbf\u95ee DeepSeek \u5b98\u65b9\u7f51\u7ad9<\/a> \u53ef\u83b7\u53d6\u5b8c\u6574\u7684\u6a21\u578b\u6587\u6863\u4e0e API \u63a5\u5165\u6307\u5357\u3002<\/p>\n

\u6838\u5fc3\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\uff1a\u7efc\u5408\u80fd\u529b\u5bf9\u6bd4<\/h2>\n

\u5728 MMLU\uff08\u5927\u89c4\u6a21\u591a\u4efb\u52a1\u8bed\u8a00\u7406\u89e3\uff09\u6d4b\u8bd5\u4e2d\uff0cDeepSeek-R1 \u4ee5 89.5% \u7684\u51c6\u786e\u7387\u7565\u9ad8\u4e8e GPT-4o \u7684 88.7%\uff0cClaude 3.5 Sonnet \u4e3a 88.4%\u3002\u7136\u800c\u5728 MATH \u6570\u5b66\u7ade\u8d5b\u6570\u636e\u96c6\u4e0a\uff0cDeepSeek-R1 \u51ed\u501f\u6df1\u5ea6\u63a8\u7406\u94fe\u6761\u673a\u5236\uff0c\u5f97\u5206\u8fbe\u5230 90.2%\uff0c\u663e\u8457\u9886\u5148 GPT-4o\uff0885.1%\uff09\u548c Claude\uff0884.8%\uff09\u3002\u8fd9\u4e00\u4f18\u52bf\u6e90\u4e8e DeepSeek \u56e2\u961f\u5728\u5f3a\u5316\u5b66\u4e60\u4e0e\u6b65\u9aa4\u7ea7\u5956\u52b1\u6a21\u578b\u4e0a\u7684\u521b\u65b0\u3002<\/p>\n

\u4ee3\u7801\u751f\u6210\uff1aHumanEval \u4e0e MBPP \u5bf9\u6bd4<\/h3>\n

\u5728 HumanEval \u6d4b\u8bd5\u4e2d\uff0cDeepSeek-R1 \u7684 pass@1 \u4e3a 85.6%\uff0cGPT-4o \u4e3a 87.2%\uff0cClaude \u4e3a 83.9%\u3002\u4f46\u5728\u66f4\u590d\u6742\u7684 MBPP \u4efb\u52a1\uff08\u591a\u6b65\u9aa4\u7f16\u7a0b\uff09\u4e2d\uff0cDeepSeek-R1 \u4ee5 82.3% \u7684\u51c6\u786e\u7387\u8d85\u8fc7 GPT-4o \u7684 80.5%\u3002\u8fd9\u8868\u660e\u5728\u9700\u8981\u957f\u65f6\u95f4\u63a8\u7406\u7684\u4ee3\u7801\u573a\u666f\u4e2d\uff0cR1 \u7684\u663e\u5f0f\u601d\u7ef4\u94fe\u66f4\u5177\u4f18\u52bf\u3002<\/p>\n

\u63a8\u7406\u6548\u7387\u4e0e\u6210\u672c\u4f18\u52bf<\/h2>\n

DeepSeek-R1 \u91c7\u7528\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\uff0c\u53c2\u6570\u603b\u91cf\u7ea6 670B\uff0c\u4f46\u6bcf\u6b21\u63a8\u7406\u4ec5\u6fc0\u6d3b\u7ea6 37B \u53c2\u6570\u3002\u5728\u540c\u7b49\u7cbe\u5ea6\u4e0b\uff0c\u5176\u63a8\u7406\u901f\u5ea6\u6bd4 GPT-4o \u5feb 40%\uff0c\u800c API \u8c03\u7528\u6210\u672c\u4ec5\u4e3a GPT-4o \u7684 1\/10 \u5de6\u53f3\u3002\u5bf9\u4e8e\u9700\u8981\u9ad8\u9891\u8c03\u7528\u7684\u4f01\u4e1a\u7ea7\u5e94\u7528\uff0c\u8fd9\u4e00\u6210\u672c\u4f18\u52bf\u6781\u5177\u5438\u5f15\u529b\u3002<\/p>\n

\u591a\u6a21\u6001\u7406\u89e3\uff1aMMVP \u4e0e ChartQA<\/h3>\n

\u5728\u89c6\u89c9\u8bed\u8a00\u7406\u89e3\u9886\u57df\uff0cDeepSeek-R1 \u5728 ChartQA\uff08\u56fe\u8868\u95ee\u7b54\uff09\u4e0a\u5f97\u5206 88.7%\uff0c\u4e0e GPT-4o\uff0889.1%\uff09\u57fa\u672c\u6301\u5e73\uff0c\u4f46\u4f4e\u4e8e Claude\uff0891.2%\uff09\u3002\u4e0d\u8fc7 R1 \u5728\u9700\u8981\u5bc6\u96c6\u6587\u5b57\u8bc6\u522b\u7684\u573a\u666f\uff08\u5982\u6587\u6863\u5206\u6790\uff09\u4e2d\u8868\u73b0\u7a81\u51fa\uff0c\u51c6\u786e\u7387\u8fbe\u5230 84.5%\uff0c\u4f18\u4e8e GPT-4o \u7684 82.3%\u3002<\/p>\n

\u5e94\u7528\u573a\u666f\u4e0e\u4f7f\u7528\u5efa\u8bae<\/h2>\n

\u6839\u636e\u4e0a\u8ff0\u5dee\u5f02\uff0c\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u6a21\u578b\u9009\u62e9\u5efa\u8bae\u5982\u4e0b\uff1a<\/p>\n

    \n
  • \u6570\u5b66\u4e0e\u79d1\u5b66\u63a8\u7406<\/strong>\uff1a\u4f18\u5148\u9009\u62e9 DeepSeek-R1\uff0c\u5176\u7ec4\u5408\u63a8\u7406\u80fd\u529b\u5f53\u524d\u4e1a\u754c\u9886\u5148\u3002<\/li>\n
  • \u957f\u6587\u672c\u4ee3\u7801\u751f\u6210<\/strong>\uff1aDeepSeek-R1 \u5728\u590d\u6742\u903b\u8f91\u4efb\u52a1\u4e2d\u66f4\u53ef\u9760\uff0c\u4f46\u7b80\u5355\u51fd\u6570\u751f\u6210\u53ef\u8003\u8651 GPT-4o\u3002<\/li>\n
  • \u591a\u6a21\u6001\u89c6\u89c9\u95ee\u7b54<\/strong>\uff1aClaude \u5728\u56fe\u8868\u7406\u89e3\u4e0a\u6700\u4f73\uff0c\u4f46 DeepSeek-R1 \u5728 OCR \u7c7b\u4efb\u52a1\u4e2d\u6027\u4ef7\u6bd4\u66f4\u9ad8\u3002<\/li>\n
  • \u9884\u7b97\u654f\u611f\u578b\u9879\u76ee<\/strong>\uff1aDeepSeek-R1 \u7684\u6781\u4f4e\u8c03\u7528\u6210\u672c\u4f7f\u5176\u6210\u4e3a\u4e2d\u5c0f\u56e2\u961f\u7684\u9996\u9009\u3002<\/li>\n<\/ul>\n

    \u6b64\u5916\uff0cDeepSeek \u63d0\u4f9b\u5f00\u6e90\u6743\u91cd\u4e0e\u672c\u5730\u90e8\u7f72\u65b9\u6848\uff0c\u7528\u6237\u53ef\u901a\u8fc7 Docker \u4e00\u952e\u8fd0\u884c\uff0c\u9002\u5408\u6570\u636e\u9690\u79c1\u8981\u6c42\u4e25\u683c\u7684\u884c\u4e1a\u3002<\/p>\n

    \u5982\u4f55\u4f7f\u7528 DeepSeek-R1<\/h3>\n

    \u5f00\u53d1\u8005\u53ef\u76f4\u63a5\u5728\u5b98\u7f51\u6ce8\u518c\u83b7\u53d6 API Key\uff0c\u652f\u6301 Python\u3001cURL \u7b49\u8c03\u7528\u65b9\u5f0f\u3002\u63a8\u8350\u4f7f\u7528\u6d41\u5f0f\u8f93\u51fa\u4ee5\u964d\u4f4e\u5ef6\u8fdf\u3002\u5b98\u65b9\u6587\u6863\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u63a8\u7406\u53c2\u6570\u4f18\u5316\u6307\u5357\uff08\u5982 temperature \u8bbe\u4e3a 0.3 \u4ee5\u63d0\u5347\u786e\u5b9a\u6027\uff09\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5728\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u7ade\u4e89\u65e5\u76ca\u6fc0\u70c8\u7684\u5f53\u4e0b\uff0cDeepSeek-R1 \u51ed\u501f\u5176\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u4eae\u773c\u8868\u73b0\uff0c\u8fc5\u901f\u6210\u4e3a\u5f00\u53d1\u8005\u4e0e […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[19112,19111,10877,19110,19113],"class_list":["post-15890","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-claude","tag-deepseek-r1","tag-gpt-4o","tag-19113"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/15890","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15890"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/15890\/revisions"}],"predecessor-version":[{"id":15891,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/15890\/revisions\/15891"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15890"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15890"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15890"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}