{"id":772211,"date":"2026-05-01T12:49:06","date_gmt":"2026-05-01T04:49:06","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=772211"},"modified":"2026-05-01T12:49:06","modified_gmt":"2026-05-01T04:49:06","slug":"deepseek%e8%bf%9e%e5%a4%9c%e5%88%a0%e6%8e%89%e7%9a%84%e6%96%b0%e8%ae%ba%e6%96%87%ef%bc%8c%e5%88%b0%e5%ba%95%e8%af%b4%e4%ba%86%e4%bb%80%e4%b9%88","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=772211","title":{"rendered":"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48"},"content":{"rendered":"

\u6628\u665a DeepSeek \u591a\u6a21\u6001\u7814\u7a76\u5458\u9648\u5c0f\u5eb7\u5728 X \u4e0a\u53d1\u4e86\u4e00\u6761\u63a8\uff0c\u5e76\u516c\u5e03\u4e86DeepSeek \u5173\u4e8e\u591a\u6a21\u6001\u6280\u672f\u7684\u65b0\u8bba\u6587\u300aThinking with Visual Primitives\u300b\uff0c\u8868\u793a\u300cExcited to release\u300d\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u4eca\u5929\u4e00\u65e9\uff0c\u63a8\u6587\u5220\u4e86\uff0cGitHub \u4e0a\u7684\u8bba\u6587\u4e5f\u64a4\u4e86\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u4f46 APPSO \u5728\u5b83\u6d88\u5931\u4e4b\u524d\u628a\u5168\u6587\u8bfb\u5b8c\u4e86\u3002\u8bfb\u5b8c\u4e4b\u540e\u89c9\u5f97\uff0c\u8fd9\u7bc7\u8bba\u6587\u88ab\u64a4\u53ef\u80fd\u4e0d\u662f\u56e0\u4e3a\u5185\u5bb9\u6709\u95ee\u9898\u3002<\/p>\n

\u6070\u6070\u76f8\u53cd\uff0c\u5b83\u53ef\u80fd\u900f\u9732\u4e86\u592a\u591a\u4e86\u3002<\/p>\n

\u524d\u5929\u6211\u4eec\u521a\u5b9e\u6d4b\u5b8c DeepSeek \u7684\u8bc6\u56fe\u6a21\u5f0f\uff0c\u8ba9\u5b83\u6570\u624b\u6307\uff0c\u5b83\u601d\u8003\u4e86\u4e00\u901a\uff0c\u81ea\u5df1\u5410\u69fd\u300c\u6211\u771f\u7684\u662f\u6570\u6655\u4e86\u300d\uff0c\u7136\u540e\u7b54\u9519\u4e86\u3002\u5f53\u65f6\u4ee5\u4e3a\u662f\u7070\u6d4b\u9636\u6bb5\u7684\u5c0f\u95ee\u9898\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u8fd9\u7bc7\u8bba\u6587\u544a\u8bc9\u6211\u4eec\uff0c\u6570\u624b\u6307\u6570\u6655\u8fd9\u4ef6\u4e8b\uff0c\u80cc\u540e\u85cf\u7740\u4e00\u4e2a GPT\u3001Claude\u3001Gemini \u96c6\u4f53\u6ca1\u89e3\u597d\u7684\u6280\u672f\u74f6\u9888\u3002<\/p>\n

\u800c DeepSeek \u7ed9\u51fa\u7684\u89e3\u6cd5\uff0c\u8bf4\u51fa\u6765\u51e0\u4e4e\u6709\u70b9\u53ef\u7b11\u7684\u6734\u7d20\uff1a\u7ed9 AI \u88c5\u4e00\u6839\u624b\u6307\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u9648\u5c0f\u5eb7\u5728\u90a3\u6761\u63a8\u6587\u91cc\u5199\u9053\uff1a<\/p>\n

\u300cTraditional CoT stays in the linguistic space, but visual reasoning needs more. By using points and boxes as cognitive anchors, our model bridges the Reference Gap\u2014mimicking the "point-to-reason" synergy humans use.\u300d<\/p>\n

\u300c\u4f20\u7edf\u7684\u601d\u7ef4\u94fe\u505c\u7559\u5728\u8bed\u8a00\u7a7a\u95f4\u91cc\uff0c\u4f46\u89c6\u89c9\u63a8\u7406\u9700\u8981\u66f4\u591a\u3002\u901a\u8fc7\u4f7f\u7528\u70b9\u548c\u6846\u4f5c\u4e3a\u8ba4\u77e5\u951a\u70b9\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5f25\u5408\u4e86\u300c\u5f15\u7528\u9e3f\u6c9f\u300d\uff0c\u6a21\u62df\u4e86\u4eba\u7c7b\u300c\u8fb9\u6307\u8fb9\u60f3\u300d\u7684\u534f\u540c\u673a\u5236\u3002\u300d<\/p>\n

\u770b\u5f97\u6e05\u548c\u6307\u5f97\u51c6\uff0c\u662f\u4e24\u56de\u4e8b<\/strong><\/p>\n

\u76ee\u524d\u6240\u6709\u591a\u6a21\u6001\u5927\u6a21\u578b\u505a\u56fe\u50cf\u63a8\u7406\uff0c\u672c\u8d28\u90fd\u662f\u628a\u770b\u5230\u7684\u753b\u9762\u8f6c\u5316\u6210\u6587\u5b57\uff0c\u7136\u540e\u5728\u6587\u5b57\u7a7a\u95f4\u91cc\u505a\u601d\u7ef4\u94fe\u63a8\u7406\u3002GPT-5.4\u3001Claude-Sonnet-4.6\u3001Gemini-3-Flash\uff0c\u5168\u662f\u8fd9\u4e2a\u8def\u5b50\u3002<\/p>\n

\u8fc7\u53bb\u4e24\u5e74\uff0cOpenAI<\/a>\u3001Google\u3001Anthropic \u7684\u6539\u8fdb\u65b9\u5411\u96c6\u4e2d\u5728\u4e00\u4e2a\u95ee\u9898\uff1a\u600e\u4e48\u8ba9\u6a21\u578b\u770b\u5f97\u66f4\u6e05\u695a\u3002\u9ad8\u5206\u8fa8\u7387\u88c1\u5207\u3001\u52a8\u6001\u5206\u5757\u3001\u628a\u56fe\u7247\u653e\u5927\u518d\u585e\u8fdb\u53bb\u3002DeepSeek \u7ba1\u8fd9\u4e2a\u53eb Perception Gap\uff0c\u611f\u77e5\u9e3f\u6c9f\u3002<\/p>\n

\u4f46\u8fd9\u7bc7\u8bba\u6587\u6307\u51fa\u4e86\u53e6\u4e00\u4e2a\u74f6\u9888\uff1aReference Gap\uff0c\u5f15\u7528\u9e3f\u6c9f\u3002\u6a21\u578b\u770b\u6e05\u4e86\uff0c\u4f46\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u6ca1\u6cd5\u7cbe\u786e\u6307\u5411\u56fe\u4e2d\u7684\u67d0\u4e2a\u4e1c\u897f\u3002<\/p>\n

\u4f60\u53ef\u4ee5\u8fd9\u6837\u7406\u89e3\uff1a\u4e00\u5f20\u56fe\u91cc 25 \u4e2a\u4eba\u5bc6\u5bc6\u9ebb\u9ebb\u7ad9\u5728\u4e00\u8d77\uff0c\u4f60\u7528\u8bed\u8a00\u53bb\u63cf\u8ff0\u300c\u5de6\u8fb9\u7b2c\u4e09\u6392\u7a7f\u84dd\u8272\u7403\u8863\u90a3\u4e2a\u4eba\u65c1\u8fb9\u7684\u90a3\u4e2a\u300d\uff0c\u63cf\u8ff0\u672c\u8eab\u5c31\u662f\u6a21\u7cca\u7684\u3002\u6a21\u578b\u6570\u7740\u6570\u7740\u5c31\u4e22\u4e86\u4e0a\u4e0b\u6587\uff0c\u5fd8\u4e86\u521a\u624d\u6570\u5230\u8c01\u3002<\/p>\n

\u4eba\u7c7b\u600e\u4e48\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff1f\u591f\u539f\u59cb\u7684\uff1a\u4f38\u51fa\u624b\u6307\uff0c\u6307\u4e00\u4e2a\u6570\u4e00\u4e2a\u3002<\/p>\n

284B \u53c2\u6570\u7684\u6a21\u578b\uff0c\u88c5\u4e0a\u4e86\u4e00\u6839\u624b\u6307<\/strong><\/p>\n

DeepSeek \u7684\u65b9\u6848\uff1a\u8ba9\u6a21\u578b\u5728\u601d\u8003\u8fc7\u7a0b\u4e2d\u76f4\u63a5\u8f93\u51fa\u56fe\u7247\u4e0a\u7684\u5750\u6807\u3002<\/p>\n

\u60f3\u8c61\u4e00\u4e0b\uff0c\u6a21\u578b\u770b\u5230\u4e00\u5f20\u56fe\u91cc\u6709\u5f88\u591a\u4eba\uff0c\u5b83\u7684\u601d\u7ef4\u94fe\u4e0d\u518d\u662f\u300c\u6211\u770b\u5230\u5de6\u8fb9\u6709\u4e2a\u7a7f\u84dd\u8863\u670d\u7684\u4eba\u300d\uff0c\u800c\u662f\u300c\u6211\u770b\u5230\u8fd9\u4e2a\u4eba\u300d\u7136\u540e\u9644\u4e0a\u4e00\u4e2a\u6846\u7684\u5750\u6807\uff0c\u628a\u4eba\u5708\u51fa\u6765\u3002\u6bcf\u6570\u4e00\u4e2a\u4eba\u5c31\u5708\u4e00\u4e2a\u6846\uff0c\u5708\u5b8c\u4e4b\u540e\u6570\u6846\u7684\u6570\u91cf\u5c31\u884c\u4e86\u3002<\/p>\n

\u4e24\u79cd\u5750\u6807\u683c\u5f0f\uff1a\u4e00\u79cd\u662f\u6846\uff08bounding box\uff09\uff0c\u753b\u4e2a\u77e9\u5f62\u628a\u7269\u4f53\u5708\u4f4f\uff0c\u9002\u5408\u6807\u5b9a\u7269\u4f53\u4f4d\u7f6e\uff1b\u4e00\u79cd\u662f\u70b9\uff08point\uff09\uff0c\u5728\u56fe\u4e0a\u6233\u4e00\u4e2a\u4f4d\u7f6e\uff0c\u9002\u5408\u8ffd\u8e2a\u8def\u5f84\u548c\u8d70\u8ff7\u5bab\u3002DeepSeek \u7ba1\u8fd9\u4e24\u79cd\u4e1c\u897f\u53eb\u300c\u89c6\u89c9\u539f\u8bed\u300d\uff0c\u6700\u5c0f\u7684\u601d\u7ef4\u5355\u5143\u3002<\/p>\n

\u5173\u952e\u53d8\u5316\u5728\u8fd9\u91cc\uff1a\u4ee5\u524d\u6a21\u578b\u8f93\u51fa\u5750\u6807\u662f\u4f5c\u4e3a\u6700\u7ec8\u7b54\u6848\uff08\u300c\u76ee\u6807\u5728\u8fd9\u91cc\u300d\uff09\uff0c\u73b0\u5728\u5750\u6807\u5d4c\u5165\u4e86\u601d\u8003\u8fc7\u7a0b\u672c\u8eab\u3002\u5750\u6807\u662f\u8349\u7a3f\u7eb8\u4e0a\u7684\u6807\u8bb0\uff0c\u4e0d\u662f\u7b54\u5377\u4e0a\u7684\u7b54\u6848\u3002<\/p>\n

\u628a\u4e00\u5f20\u56fe\u538b\u7f29 7056 \u500d\uff0c\u7136\u540e\u8fd8\u80fd\u6570\u6e05\u695a\u91cc\u9762\u6709\u51e0\u4e2a\u4eba<\/p>\n

\u6a21\u578b\u5e95\u5ea7\u662f DeepSeek-V4-Flash\uff0c\u4e00\u4e2a 284B \u53c2\u6570\u7684 MoE \u6a21\u578b\u3002MoE \u7684\u610f\u601d\u662f\uff1a\u6a21\u578b\u8111\u5b50\u5f88\u5927\uff0c\u4f46\u6bcf\u6b21\u56de\u7b54\u95ee\u9898\u53ea\u8c03\u7528\u4e00\u5c0f\u90e8\u5206\u795e\u7ecf\u5143\u6765\u5e72\u6d3b\uff0c\u63a8\u7406\u65f6\u53ea\u6fc0\u6d3b 13B \u53c2\u6570\u3002\u7c7b\u4f3c\u4e8e\u4e00\u4e2a\u767e\u4eba\u56e2\u961f\uff0c\u6bcf\u4e2a\u4efb\u52a1\u53ea\u6d3e 5 \u4e2a\u4eba\u4e0a\u573a\u3002<\/p>\n

\u89c6\u89c9\u7f16\u7801\u5668\u8fd9\u8fb9\uff0c\u505a\u4e86\u4e09\u7ea7\u538b\u7f29\u3002\u6253\u4e2a\u6bd4\u65b9\uff1a\u4f60\u6709\u4e00\u5f20\u7167\u7247\u8981\u53d1\u7ed9\u670b\u53cb\uff0c\u7f51\u901f\u5f88\u6162\u3002\u7b2c\u4e00\u6b65\uff0c\u4f60\u628a\u7167\u7247\u5207\u6210\u5c0f\u65b9\u683c\u5907\u7528\uff1b\u7b2c\u4e8c\u6b65\uff0c\u6bcf 9 \u4e2a\u5c0f\u65b9\u683c\u5408\u5e76\u6210 1 \u4e2a\uff083×3 \u538b\u7f29\uff09\uff1b\u7b2c\u4e09\u6b65\uff0c\u518d\u5728\u4f20\u8f93\u65f6\u8fdb\u4e00\u6b65\u7cbe\u7b80\u6389\u5197\u4f59\u4fe1\u606f\uff08KV Cache \u538b\u7f29 4 \u500d\uff09\u3002<\/p>\n

\u5b9e\u9645\u6570\u5b57\uff1a\u4e00\u5f20 756×756 \u7684\u56fe\uff0c57 \u4e07\u50cf\u7d20\uff0c\u4e00\u8def\u538b\u4e0b\u53bb\u53d8\u6210 81 \u4e2a\u4fe1\u606f\u5355\u5143\u3002\u538b\u7f29\u6bd4 7,056 \u500d\u3002<\/p>\n

\u6211\u770b\u5230\u8fd9\u4e2a\u6570\u5b57\u7684\u7b2c\u4e00\u53cd\u5e94\u662f\uff1a\u8fd9\u8fd8\u80fd\u770b\u6e05\u4e1c\u897f\uff1f\u4f46\u8bba\u6587\u91cc\u7684\u7ed3\u679c\u8bf4\u660e\uff0c\u786e\u5b9e\u80fd\u3002\u4e0d\u5149\u80fd\u770b\u6e05\uff0c\u8fd8\u80fd\u7cbe\u786e\u6570\u51fa\u56fe\u91cc\u6709 25 \u4e2a\u4eba\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u5bf9\u6bd4\u4e00\u4e0b\uff1a\u540c\u6837 800×800 \u7684\u56fe\uff0cGemini-3-Flash \u6d88\u8017\u7ea6 1100 \u4e2a token \u6765\u8868\u793a\u8fd9\u5f20\u56fe\uff0cClaude-Sonnet-4.6 \u7ea6 870 \u4e2a\uff0cGPT-5.4 \u7ea6 740 \u4e2a\u3002DeepSeek \u5728\u6700\u7ec8\u8ba1\u7b97\u65f6\u53ea\u7528 90 \u4e2a\u4fe1\u606f\u5355\u5143\u3002\u522b\u4eba\u7528\u4e00\u5343\u591a\u4e2a\u683c\u5b50\u6765\u8bb0\u4f4f\u4e00\u5f20\u56fe\uff0cDeepSeek \u7528 90 \u4e2a\u683c\u5b50\u5c31\u591f\u4e86\uff0c\u7136\u540e\u817e\u51fa\u6765\u7684\u7b97\u529b\u5168\u62ff\u53bb\u300c\u6307\u300d\u3002<\/p>\n

4000 \u4e07\u6761\u8bad\u7ec3\u6570\u636e\u600e\u4e48\u6512\u51fa\u6765\u7684<\/strong><\/p>\n

DeepSeek \u4ece Huggingface \u7b49\u5e73\u53f0\u628a\u6240\u6709\u5e26\u300c\u76ee\u6807\u68c0\u6d4b\u300d\u6807\u7b7e\u7684\u6570\u636e\u96c6\u90fd\u722c\u4e86\u4e0b\u6765\uff0c\u521d\u7b5b\u5f97\u5230 97,984 \u4e2a\u6570\u636e\u6e90\u3002<\/p>\n

\u7136\u540e\u505a\u4e86\u4e24\u8f6e\u7b5b\u9009\u3002<\/p>\n

\u7b2c\u4e00\u8f6e\u67e5\u6807\u7b7e\u8d28\u91cf\u3002\u7528 AI \u81ea\u52a8\u5ba1\u6838\u4e09\u7c7b\u95ee\u9898\uff1a\u6807\u7b7e\u662f\u65e0\u610f\u4e49\u7684\u6570\u5b57\u7f16\u53f7\uff08\u7c7b\u522b\u540d\u53eb\u300c0\u300d\u300c1\u300d\u7684\u90a3\u79cd\uff09\u3001\u6807\u7b7e\u662f\u79c1\u4eba\u5b9e\u4f53\uff08\u300cMyRoommate\u300d\uff09\u3001\u6807\u7b7e\u662f\u6a21\u7cca\u7f29\u5199\uff08\u5de5\u4e1a\u68c0\u6d4b\u91cc\u7684\u300cOK\u300d\u300cNG\u300d\uff0c\u4e00\u4e2a\u82f9\u679c<\/a>\u300cOK\u300d\u548c\u4e00\u4e2a\u7535\u8def\u677f\u300cOK\u300d\u957f\u5f97\u5b8c\u5168\u4e0d\u4e00\u6837\uff0cAI \u5b66\u4e0d\u4e86\uff09\u3002\u8fd9\u8f6e\u780d\u6389 56%\uff0c\u5269 43,141 \u4e2a\u3002<\/p>\n

\u7b2c\u4e8c\u8f6e\u67e5\u6846\u7684\u8d28\u91cf\u3002\u4e09\u4e2a\u6807\u51c6\uff1a\u6f0f\u6807\u592a\u591a\u7684\uff08\u6807\u4e86\u4e00\u534a\u5c31\u4e0d\u6807\u4e86\uff09\u3001\u6846\u753b\u6b6a\u4e86\u5207\u6389\u7269\u4f53\u4e00\u534a\u7684\u3001\u6846\u5927\u5230\u628a\u6574\u5f20\u56fe\u90fd\u6846\u4f4f\u7684\uff08\u8bf4\u660e\u539f\u59cb\u6570\u636e\u662f\u56fe\u7247\u5206\u7c7b\u786c\u8f6c\u6210\u7684\u68c0\u6d4b\u6570\u636e\uff0c\u6ca1\u6709\u5b9a\u4f4d\u4fe1\u606f\uff09\u3002\u518d\u780d 27%\uff0c\u5269 31,701 \u4e2a\u3002<\/p>\n

\u6700\u540e\u6309\u7c7b\u522b\u91c7\u6837\u3001\u53bb\u91cd\uff0c\u4ea7\u51fa\u8d85\u8fc7 4000 \u4e07\u9ad8\u8d28\u91cf\u6837\u672c\u3002<\/p>\n

DeepSeek \u9009\u62e9\u5148\u628a\u6846\u7684\u6570\u636e\u505a\u5927\uff0c\u70b9\u7684\u6570\u636e\u540e\u9762\u518d\u8865\u3002\u539f\u56e0\u4e5f\u7b80\u5355\uff1a\u4f60\u8ba9 AI \u6807\u4e00\u4e2a\u6846\uff0c\u7b54\u6848\u57fa\u672c\u552f\u4e00\uff08\u628a\u7269\u4f53\u521a\u597d\u5708\u4f4f\uff09\uff1b\u4f46\u8ba9 AI \u6807\u4e00\u4e2a\u70b9\uff0c\u7269\u4f53\u4e0a\u54ea\u4e2a\u4f4d\u7f6e\u90fd\u7b97\u5bf9\uff0c\u6ca1\u6709\u552f\u4e00\u6b63\u786e\u7b54\u6848\uff0c\u8bad\u7ec3\u4fe1\u53f7\u592a\u6a21\u7cca\u3002\u800c\u4e14\u6846\u672c\u8eab\u5c31\u5305\u542b\u4e86\u4e24\u4e2a\u70b9\uff08\u5de6\u4e0a\u89d2\u548c\u53f3\u4e0b\u89d2\uff09\uff0c\u5b66\u4f1a\u753b\u6846\u4e4b\u540e\u6807\u70b9\u5c31\u662f\u964d\u7ef4\u64cd\u4f5c\u3002<\/p>\n

\u600e\u4e48\u628a\u300c\u6307\u300d\u8fd9\u4e2a\u80fd\u529b\u6559\u7ed9\u6a21\u578b<\/p>\n

\u540e\u8bad\u7ec3\u7684\u7b56\u7565<\/a>\u662f\u300c\u5148\u5206\u5934\u7ec3\uff0c\u518d\u5408\u5e76\u300d\u3002<\/p>\n

DeepSeek \u5148\u62ff\u6846\u7684\u6570\u636e\u8bad\u7ec3\u4e00\u4e2a\u4e13\u95e8\u753b\u6846\u7684\u4e13\u5bb6\u6a21\u578b\uff0c\u518d\u62ff\u70b9\u7684\u6570\u636e\u8bad\u7ec3\u4e00\u4e2a\u4e13\u95e8\u6807\u70b9\u7684\u4e13\u5bb6\u6a21\u578b\u3002\u5206\u5f00\u8bad\u7ec3\u662f\u56e0\u4e3a\u6570\u636e\u91cf\u8fd8\u4e0d\u591f\u5927\uff0c\u4e24\u79cd\u80fd\u529b\u6df7\u5728\u4e00\u8d77\u5bb9\u6613\u4e92\u76f8\u5e72\u6270\u3002<\/p>\n

\u7136\u540e\u5bf9\u4e24\u4e2a\u4e13\u5bb6\u5206\u522b\u505a\u5f3a\u5316\u5b66\u4e60\u3002\u600e\u4e48\u5224\u65ad\u6a21\u578b\u300c\u753b\u5bf9\u4e86\u6846\u300d\u6216\u300c\u8d70\u5bf9\u4e86\u8def\u300d\uff1fDeepSeek \u8bbe\u8ba1\u4e86\u4e00\u5957\u591a\u7ef4\u5ea6\u7684\u6253\u5206\u7cfb\u7edf\uff1a\u683c\u5f0f\u5bf9\u4e0d\u5bf9\uff08\u5750\u6807\u8bed\u6cd5\u6b63\u786e\u5417\uff09\u3001\u903b\u8f91\u901a\u4e0d\u901a\uff08\u601d\u8003\u8fc7\u7a0b\u6709\u6ca1\u6709\u81ea\u76f8\u77db\u76fe\uff09\u3001\u7b54\u6848\u51c6\u4e0d\u51c6\uff08\u6700\u7ec8\u7ed3\u679c\u548c\u6807\u51c6\u7b54\u6848\u5dee\u591a\u5c11\uff09\u3002<\/p>\n

\u5f3a\u5316\u5b66\u4e60\u7684\u6570\u636e\u7b5b\u9009\u4e5f\u6709\u8bb2\u7a76\uff1a\u5148\u8ba9\u6a21\u578b\u505a N \u904d\u540c\u4e00\u9053\u9898\uff0c\u5168\u505a\u5bf9\u7684\u9898\u592a\u7b80\u5355\u6ca1\u8bad\u7ec3\u4ef7\u503c\uff0c\u5168\u505a\u9519\u7684\u9898\u592a\u96be\u5b66\u4e0d\u5230\u4e1c\u897f\uff0c\u53ea\u7559\u300c\u6709\u5bf9\u6709\u9519\u300d\u7684\u9898\u6765\u7ec3\u3002<\/p>\n

\u6700\u540e\u4e00\u6b65\u662f\u628a\u4e24\u4e2a\u4e13\u5bb6\u7684\u80fd\u529b\u5408\u5230\u4e00\u4e2a\u6a21\u578b\u91cc\u3002\u5177\u4f53\u505a\u6cd5\uff1a\u8ba9\u7edf\u4e00\u6a21\u578b\u7167\u7740\u4e24\u4e2a\u4e13\u5bb6\u7684\u8f93\u51fa\u53bb\u5b66\uff0c\u7c7b\u4f3c\u4e8e\u4e00\u4e2a\u5b66\u751f\u540c\u65f6\u8ddf\u4e24\u4e2a\u8001\u5e08\u5b66\u4e0d\u540c\u79d1\u76ee\u3002<\/p>\n

\u7ed9\u4e86\u5b83\u624b\u6307\u4e4b\u540e\uff0c\u5b83\u662f\u600e\u4e48\u6570\u6570\u7684<\/strong><\/p>\n

\u6570 25 \u4e2a\u4eba<\/strong><\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u7ed9\u6a21\u578b\u4e00\u5f20\u8db3\u7403\u961f\u5408\u7167\uff0c\u95ee\u300c\u56fe\u91cc\u6709\u591a\u5c11\u4eba\uff1f\u300d<\/p>\n

\u601d\u8003\u8fc7\u7a0b\uff1a\u5148\u5224\u65ad\u300c\u8fd9\u662f\u56e2\u961f\u5408\u7167\uff0c\u8981\u6570\u6240\u6709\u4eba\uff0c\u5305\u62ec\u7403\u5458\u548c\u6559\u7ec3\u300d\u3002\u7136\u540e\u4e00\u6b21\u6027\u8f93\u51fa 25 \u4e2a\u6846\u5750\u6807\uff0c\u6bcf\u4e2a\u4eba\u8eab\u4e0a\u5708\u4e00\u4e2a\u6846\u3002\u63a5\u7740\u6309\u6392\u6570\u7edf\u8ba1\uff1a\u524d\u6392\u5750\u7740 4 \u4e2a + \u4e2d\u6392 9 \u4e2a + \u540e\u6392 8 \u4e2a + \u5de6\u4fa7 2 \u4e2a\u6559\u7ec3 + \u53f3\u4fa7 2 \u4e2a\u6559\u7ec3 = 25\u3002<\/p>\n

\u300c\u5730\u4e0a\u7684\u718a\u6709\u51e0\u53ea\uff1f\u300d<\/strong><\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u56fe\u4e2d\u6709\u4e09\u53ea\u718a\u3002\u6a21\u578b\u9010\u4e00\u7ed9\u6bcf\u53ea\u753b\u6846\u5e76\u5224\u65ad\u4f4d\u7f6e\uff1a\u7b2c\u4e00\u53ea\uff0c\u5728\u6811\u5e72\u4e0a\u5782\u76f4\u6500\u722c\uff0c\u6392\u9664\uff1b\u7b2c\u4e8c\u53ea\uff0c\u5728\u5ca9\u77f3\u8fb9\u7f18\u8d70\u52a8\uff0c\u7b97\uff1b\u7b2c\u4e09\u53ea\uff0c\u5728\u788e\u6728\u548c\u6ce5\u571f\u95f4\uff0c\u7b97\u3002\u7b54\u6848\uff1a2 \u53ea\u3002<\/p>\n

\u4e0d\u662f\u5148\u6570\u51fa\u4e09\u53ea\u518d\u51cf\u4e00\u53ea\uff0c\u800c\u662f\u5bf9\u6bcf\u53ea\u90fd\u505a\u4e86\u300c\u662f\u4e0d\u662f\u5728\u5730\u9762\u4e0a\u300d\u7684\u5224\u65ad\uff0c\u6bcf\u4e2a\u5224\u65ad\u80cc\u540e\u90fd\u6709\u4e00\u4e2a\u5177\u4f53\u5750\u6807\u951a\u5b9a\u3002\u5b83\u771f\u7684\u5728\u9010\u4e2a\u68c0\u67e5\uff0c\u4e0d\u662f\u5728\u731c\u3002<\/p>\n

\u591a\u8df3\u7a7a\u95f4\u63a8\u7406<\/strong><\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u4e00\u4e2a 3D \u6e32\u67d3\u573a\u666f\u91cc\u6709\u4e00\u5806\u5f69\u8272\u51e0\u4f55\u4f53\u3002\u95ee\u9898\uff1a\u300c\u5b58\u4e0d\u5b58\u5728\u4e00\u4e2a\u7d2b\u8272\u6a61\u80f6\u7269\u4f53\u8ddf\u7070\u8272\u91d1\u5c5e\u7269\u4f53\u4e00\u6837\u5927\uff1f\u300d<\/p>\n

\u6a21\u578b\u5148\u6846\u51fa\u7070\u8272\u91d1\u5c5e\u7403\u4f53\uff0c\u786e\u8ba4\u662f\u4e2a\u5c0f\u53f7\u7269\u4f53\u3002\u7136\u540e\u9010\u4e00\u6846\u51fa\u573a\u666f\u91cc\u5176\u4ed6\u5c0f\u53f7\u7269\u4f53\uff1a\u68d5\u8272\u91d1\u5c5e\u5706\u67f1\u3001\u84dd\u8272\u91d1\u5c5e\u65b9\u5757\u3001\u84dd\u8272\u6a61\u80f6\u65b9\u5757\u3001\u9ec4\u8272\u6a61\u80f6\u5706\u67f1\u2026\u2026\u516d\u4e2a\u7269\u4f53\u9010\u4e2a\u67e5\uff0c\u989c\u8272\u3001\u6750\u8d28\u3001\u5927\u5c0f\u4e09\u4e2a\u5c5e\u6027\u4e00\u4e00\u6838\u5bf9\u3002\u7ed3\u8bba\uff1a\u4e0d\u5b58\u5728\u7d2b\u8272\u6a61\u80f6\u7684\u3002<\/p>\n

\u516d\u6b21\u5b9a\u4f4d\uff0c\u516d\u6b21\u5224\u65ad\u3002\u6bcf\u4e00\u6b65\u90fd\u6709\u5750\u6807\u951a\u7740\uff0c\u4e0d\u4f1a\u51fa\u73b0\u300c\u7b49\u7b49\u521a\u624d\u67e5\u5230\u54ea\u4e86\u300d\u7684\u60c5\u51b5\u3002<\/p>\n

\u8bba\u6587\u4e2d\u66f4\u591a\u6848\u4f8b\u53c2\u8003\uff1a<\/strong><\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u8ff7\u5bab\u5bfc\u822a\uff1a\u522b\u4eba\u63b7\u786c\u5e01\uff0cDeepSeek \u771f\u7684\u5728\u641c\u7d22<\/strong><\/p>\n

\u8bba\u6587\u6d4b\u4e86\u56db\u79cd\u4efb\u52a1\uff0c\u8ff7\u5bab\u662f\u5dee\u8ddd\u62c9\u5f97\u6700\u5f00\u7684\u4e00\u4e2a\u3002<\/p>\n

\u4efb\u52a1\u5f88\u76f4\u63a5\uff1a\u7ed9\u4e00\u5f20\u8ff7\u5bab\u56fe\uff0c\u95ee\u4ece\u8d77\u70b9\u5230\u7ec8\u70b9\u6709\u6ca1\u6709\u8def\uff0c\u6709\u7684\u8bdd\u753b\u51fa\u6765\u3002\u8ff7\u5bab\u6709\u4e09\u79cd\u5f62\u72b6\uff0c\u65b9\u683c\u7684\u3001\u5706\u73af\u7684\u3001\u8702\u5de2\u7684\u3002<\/p>\n

\u6a21\u578b\u8d70\u8ff7\u5bab\u7684\u65b9\u5f0f\u8ddf\u4f60\u5c0f\u65f6\u5019\u7528\u94c5\u7b14\u5728\u7eb8\u4e0a\u753b\u4e00\u6837\uff1a\u9009\u4e00\u6761\u5c94\u8def\u8d70\u5230\u5934\uff0c\u8d70\u4e0d\u901a\u5c31\u9000\u56de\u6765\u8bd5\u53e6\u4e00\u6761\u3002\u533a\u522b\u662f\u5b83\u6bcf\u8d70\u4e00\u6b65\u90fd\u5728\u56fe\u4e0a\u6807\u4e00\u4e2a\u5750\u6807\u70b9\uff0c\u7559\u4e0b\u8bb0\u5f55\u3002<\/p>\n

\u8bba\u6587\u91cc\u5c55\u793a\u4e86\u4e00\u4e2a\u5706\u5f62\u8ff7\u5bab\u7684\u5b8c\u6574\u8fc7\u7a0b\uff1a\u6a21\u578b\u5148\u6807\u51fa\u8d77\u70b9\u548c\u7ec8\u70b9\u7684\u4f4d\u7f6e\uff0c\u7136\u540e\u5f00\u59cb\u63a2\u7d22\u3002\u8d70\u4e86 18 \u6b65\uff0c\u4e2d\u95f4\u4e24\u6b21\u94bb\u8fdb\u6b7b\u80e1\u540c\u53c8\u9000\u51fa\u6765\uff0c\u6700\u540e\u7ed5\u51fa\u4e86\u4e00\u6761\u901a\u8def\uff0c\u628a\u6574\u6761\u8def\u5f84\u7684\u5750\u6807\u70b9\u4e32\u8d77\u6765\u8f93\u51fa\u3002<\/p>\n

DeepSeek \u8fd8\u8bbe\u8ba1\u4e86\u4e00\u6279\u9677\u9631\u8ff7\u5bab\uff1a\u4e4d\u4e00\u770b\u6709\u8def\uff0c\u4f46\u4e2d\u95f4\u67d0\u6bb5\u88ab\u5077\u5077\u5835\u4f4f\u4e86\u3002\u8fd9\u79cd\u8ff7\u5bab\u8003\u7684\u662f\u8010\u5fc3\uff0c\u6a21\u578b\u4e0d\u80fd\u53ea\u770b\u8d77\u70b9\u9644\u8fd1\u7684\u8d70\u52bf\u5c31\u4e0b\u7ed3\u8bba\uff0c\u5f97\u8001\u8001\u5b9e\u5b9e\u628a\u80fd\u8d70\u7684\u8def\u90fd\u8bd5\u4e00\u904d\u624d\u80fd\u786e\u8ba4\u8d70\u4e0d\u901a\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u51c6\u786e\u7387\u5bf9\u6bd4\uff1a<\/p>\n

- DeepSeek\uff1a66.9%<\/p>\n

- GPT-5.4\uff1a50.6%<\/p>\n

- Claude-Sonnet-4.6\uff1a48.9%<\/p>\n

- Gemini-3-Flash\uff1a49.4%<\/p>\n

- Qwen3-VL\uff1a49.6%<\/p>\n

\u8ff7\u5bab\u53ea\u6709\u4e24\u79cd\u7b54\u6848\uff1a\u6709\u8def\uff0c\u6216\u8005\u6ca1\u8def\u3002\u968f\u673a\u731c\u6b63\u597d 50%\u3002GPT\u3001Claude\u3001Gemini\u3001Qwen \u5168\u5728 50% \u9644\u8fd1\u6643\uff0c\u8ddf\u63b7\u786c\u5e01\u6ca1\u4ec0\u4e48\u533a\u522b\u3002DeepSeek \u7684 66.9% \u4e0d\u7b97\u9ad8\uff0c\u4f46\u5b83\u786e\u5b9e\u662f\u5728\u4e00\u6b65\u6b65\u8d70\u7684\uff0c\u4e0d\u662f\u5728\u8499\u3002<\/p>\n

\u8def\u5f84\u8ffd\u8e2a\uff1a\u5927\u5bb6\u6765\u627e\u832c\u7684\u7ec8\u6781\u7248\u672c<\/strong><\/p>\n

\u8fd9\u4e2a\u4efb\u52a1\u66f4\u76f4\u89c2\uff1a\u4e00\u5806\u7ebf\u7f20\u5728\u4e00\u8d77\uff0c\u6bcf\u6761\u7ebf\u4ece\u4e00\u4e2a\u6807\u8bb0\u901a\u5411\u53e6\u4e00\u4e2a\u6807\u8bb0\u3002\u4f60\u7684\u8033\u673a\u7ebf\u4ece\u53e3\u888b\u91cc\u638f\u51fa\u6765\u662f\u4ec0\u4e48\u6837\uff0c\u753b\u9762\u5c31\u662f\u4ec0\u4e48\u6837\u3002\u9898\u76ee\u95ee\u4f60\uff1aC \u8fd9\u6761\u7ebf\u901a\u5411\u54ea\u4e2a\u7ec8\u70b9\uff1f<\/p>\n

\u6a21\u578b\u7684\u505a\u6cd5\u662f\u6cbf\u7740\u7ebf\u4e00\u8def\u8f93\u51fa\u5750\u6807\u70b9\uff0c\u50cf\u624b\u6307\u5212\u8fc7\u7eb8\u9762\u3002\u7ebf\u5f2f\u5f97\u5389\u5bb3\u7684\u5730\u65b9\u70b9\u6807\u5f97\u5bc6\uff0c\u76f4\u7ebf\u6bb5\u6807\u5f97\u758f\u3002\u4eba\u7528\u773c\u775b\u8ffd\u4e00\u6839\u7ebf\u7684\u65f6\u5019\u4e5f\u662f\u8fd9\u6837\uff0c\u5f2f\u9053\u5904\u6162\u4e0b\u6765\uff0c\u76f4\u7ebf\u5904\u4e00\u626b\u800c\u8fc7\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u8bba\u6587\u8fd8\u52a0\u4e86\u4e00\u4e2a\u52a0\u96be\u7248\u6d4b\u8bd5\uff1a\u6240\u6709\u7ebf\u989c\u8272\u7c97\u7ec6\u90fd\u4e00\u6837\u3002\u4e0d\u80fd\u9760\u989c\u8272\u533a\u5206\u662f\u54ea\u6839\u7ebf\u4e86\uff0c\u53ea\u80fd\u9760\u66f2\u7ebf\u672c\u8eab\u7684\u8d70\u52bf\u8fde\u7eed\u6027\u6765\u5224\u65ad\u4ea4\u53c9\u53e3\u8be5\u8ddf\u7740\u54ea\u6761\u8d70\u3002<\/p>\n

- DeepSeek\uff1a56.7%<\/p>\n

- GPT-5.4\uff1a46.5%<\/p>\n

- Claude-Sonnet-4.6\uff1a30.6%<\/p>\n

- Gemini-3-Flash\uff1a41.4%<\/p>\n

Claude \u7684 30.6% \u6709\u70b9\u51fa\u4e4e\u610f\u6599\u3002\u7ec8\u70b9\u4e00\u822c\u6709\u56db\u4e94\u4e2a\u9009\u9879\uff0c\u968f\u673a\u731c\u4e5f\u8be5\u6709 20% \u51fa\u5934\uff0c30.6% \u53ea\u6bd4\u778e\u731c\u5f3a\u4e00\u70b9\u70b9\u3002\u53ef\u80fd\u5b83\u5728\u8fd9\u7c7b\u7eaf\u7a7a\u95f4\u8ffd\u8e2a\u4efb\u52a1\u4e0a\uff0c\u8bed\u8a00\u63a8\u7406\u7684\u60ef\u6027\u53cd\u800c\u5e2e\u4e86\u5012\u5fd9\u3002<\/p>\n

\u600e\u4e48\u6559 AI \u8d70\u8ff7\u5bab\u4e0d\u4f5c\u5f0a<\/strong><\/p>\n

\u8ff7\u5bab\u7684\u8bad\u7ec3\u6709\u4e00\u4e2a\u73b0\u5b9e\u95ee\u9898\uff1a\u5982\u679c\u53ea\u770b\u6700\u7ec8\u7b54\u5bf9\u6ca1\u7b54\u5bf9\u6765\u7ed9\u5206\uff0c\u6a21\u578b\u5f88\u5feb\u5c31\u5b66\u7cbe\u4e86\uff0c\u4e0e\u5176\u8d39\u52b2\u641c\u7d22\u8fd8\u53ef\u80fd\u7b54\u9519\uff0c\u4e0d\u5982\u76f4\u63a5\u731c\u4e00\u4e2a\uff0c\u53cd\u6b63\u8ba4\u771f\u8d70\u4e86\u7b54\u9519\u8ddf\u6ca1\u8d70\u7b54\u9519\uff0c\u5206\u6570\u4e00\u6837\u662f\u96f6\u3002<\/p>\n

DeepSeek \u7684\u89e3\u51b3\u529e\u6cd5\u662f\u628a\u8fc7\u7a0b\u4e5f\u7b97\u8fdb\u5206\u6570\u3002\u6bcf\u4e00\u6b65\u5408\u6cd5\u7684\u63a2\u7d22\u90fd\u7ed9\u5206\uff0c\u7a7f\u5899\u6263\u5206\uff0c\u8d70\u5f97\u8d8a\u8fdc\u8d8a\u597d\u3002\u54ea\u6015\u6700\u540e\u6ca1\u5230\u7ec8\u70b9\uff0c\u53ea\u8981\u8ba4\u771f\u641c\u7d22\u4e86\u5927\u90e8\u5206\u533a\u57df\uff0c\u4e5f\u80fd\u62ff\u5230\u4e0d\u9519\u7684\u6210\u7ee9\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u6a21\u578b\u5c31\u6ca1\u6709\u5077\u61d2\u7684\u52a8\u529b\u4e86\u3002<\/p>\n

\u4e0d\u53ef\u89e3\u8ff7\u5bab\u7684\u8981\u6c42\u66f4\u9ad8\uff1a\u4e0d\u80fd\u5149\u8bf4\u4e00\u53e5\u300c\u8d70\u4e0d\u901a\u300d\uff0c\u8fd8\u5f97\u8bc1\u660e\u4f60\u786e\u5b9e\u628a\u80fd\u5230\u7684\u5730\u65b9\u90fd\u8d70\u904d\u4e86\u3002\u641c\u7d22\u8986\u76d6\u7387\u4e5f\u7b97\u5206\u3002<\/p>\n

\u4e00\u4e2a\u5f69\u86cb\uff0c\u4e09\u4e2a\u5c40\u9650<\/strong><\/p>\n

\u540e\u8bad\u7ec3\u6570\u636e\u91cc\u6ca1\u6709\u4e2d\u6587\u3002\u4f46\u6a21\u578b\u80fd\u7528\u4e2d\u6587\u505a\u89c6\u89c9\u539f\u8bed\u63a8\u7406\u3002<\/p>\n

\u7ed9\u5b83\u4e00\u5f20\u5496\u5561\u673a\u7684\u7167\u7247\uff0c\u7528\u4e2d\u6587\u95ee\u300c\u600e\u4e48\u505a\u62ff\u94c1\u300d\uff0c\u5b83\u7528\u4e2d\u6587\u6807\u6ce8\u4e86\u84b8\u6c7d\u68d2\u3001\u5976\u58f6\u3001\u5496\u5561\u8c46\u3001\u62ff\u94c1\u6309\u94ae\u7684\u4f4d\u7f6e\u5750\u6807\uff0c\u7136\u540e\u7ed9\u51fa\u64cd\u4f5c\u6b65\u9aa4\u3002\u591a\u8bed\u8a00\u80fd\u529b\u662f\u4ece\u57fa\u5ea7\u6a21\u578b\u90a3\u91cc\u7ee7\u627f\u7684\uff0c\u89c6\u89c9\u539f\u8bed\u7684\u8bad\u7ec3\u6ca1\u6709\u628a\u5b83\u7834\u574f\u6389\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u5b83\u8fd8\u80fd\u628a\u770b\u56fe\u548c\u4e16\u754c\u77e5\u8bc6\u7ed3\u5408\u8d77\u6765\uff1a\u7ed9\u4e00\u5f20\u91d1\u95e8\u5927\u6865\u7684\u7167\u7247\u95ee\u300c\u8fd9\u9644\u8fd1\u6709 NBA \u7403\u961f\u5417\uff1f\u300d\u5b83\u5148\u6846\u51fa\u91d1\u95e8\u5927\u6865\uff0c\u63a8\u7406\u51fa\u8fd9\u662f\u65e7\u91d1\u5c71\uff0c\u7136\u540e\u56de\u7b54\u91d1\u5dde\u52c7\u58eb\u961f\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u80fd\u7406\u89e3\u5e7d\u9ed8\uff1a\u4e00\u5757\u6c34\u679c\u5207\u9762\u4e0a\u7684\u5929\u7136\u6591\u70b9\u6070\u597d\u7ec4\u6210\u4e86\u4e00\u5f20\u5fe7\u90c1\u732b\u8138\u7684\u6a21\u6837\uff0c\u6a21\u578b\u80fd\u6307\u51fa\u76f8\u4f3c\u70b9\u5728\u54ea\u91cc\u5e76\u89e3\u91ca\u4e3a\u4ec0\u4e48\u597d\u7b11\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u80fd\u505a\u5bc6\u5ba4\u9003\u8131\u6307\u5bfc\uff1a\u6846\u51fa\u9ad8\u5904\u7684\u94a5\u5319\u3001\u5730\u677f\u4e0a\u7684\u6905\u5b50\u3001\u5e26\u9501\u7684\u95e8\uff0c\u5efa\u8bae\u300c\u628a\u6905\u5b50\u642c\u5230\u94a5\u5319\u4e0b\u65b9 \u2192 \u8e29\u4e0a\u53bb\u62ff\u94a5\u5319 \u2192 \u53bb\u5f00\u95e8\u300d\u3002<\/p>\n

\"DeepSeek\u8fde\u591c\u5220\u6389\u7684\u65b0\u8bba\u6587\uff0c\u5230\u5e95\u8bf4\u4e86\u4ec0\u4e48\"<\/p>\n

\u8bba\u6587\u5f88\u5766\u8bda\u5730\u5199\u4e86\u76ee\u524d\u505a\u4e0d\u5230\u7684\u4e8b\u3002<\/p>\n

\u8f93\u5165\u5206\u8fa8\u7387\u6709\u9650\u5236\u3002ViT \u8f93\u51fa\u88ab\u5361\u5728 81 \u5230 384 \u4e2a\u89c6\u89c9\u4fe1\u606f\u5355\u5143\u4e4b\u95f4\uff0c\u9047\u5230\u5f88\u7cbe\u7ec6\u7684\u573a\u666f\uff08\u6bd4\u5982\u6570\u624b\u6307\u8fd9\u79cd\uff09\uff0c\u5750\u6807\u7cbe\u5ea6\u8fd8\u4e0d\u591f\u3002\u8fd9\u53ef\u80fd\u5c31\u662f\u524d\u5929\u5b9e\u6d4b\u65f6\u6570\u624b\u6307\u7ffb\u8f66\u7684\u76f4\u63a5\u539f\u56e0\u3002<\/p>\n

\u76ee\u524d\u9700\u8981\u7279\u5b9a\u89e6\u53d1\u8bcd\u624d\u80fd\u6fc0\u6d3b\u89c6\u89c9\u539f\u8bed\u6a21\u5f0f\u3002\u6a21\u578b\u8fd8\u4e0d\u80fd\u81ea\u5df1\u5224\u65ad\u300c\u8fd9\u9053\u9898\u6211\u8be5\u4f38\u624b\u6307\u6765\u505a\u300d\uff0c\u5f97\u6709\u4eba\u63d0\u9192\u5b83\u3002<\/p>\n

\u62d3\u6251\u63a8\u7406\u7684\u6cdb\u5316\u80fd\u529b\u6709\u9650\u3002\u5728\u8bad\u7ec3\u8fc7\u7684\u8ff7\u5bab\u7c7b\u578b\u4e0a\u6548\u679c\u597d\uff0c\u6362\u4e00\u79cd\u65b0\u7684\u7a7a\u95f4\u7ed3\u6784\u5c31\u53ef\u80fd\u6389\u94fe\u5b50\u3002\u9648\u5c0f\u5eb7\u5728\u90a3\u6761\u5df2\u5220\u63a8\u6587\u91cc\u4e5f\u8bf4\u4e86\uff1a<\/p>\n

\u300cWe're still in the early stages; generalization in complex topological reasoning tasks isn't perfect yet, but we're committed to solving it.\u300d<\/p>\n

\u300c\u6211\u4eec\u8fd8\u5728\u65e9\u671f\u9636\u6bb5\uff0c\u590d\u6742\u62d3\u6251\u63a8\u7406\u4efb\u52a1\u7684\u6cdb\u5316\u8fd8\u4e0d\u5b8c\u5584\uff0c\u4f46\u6211\u4eec\u4f1a\u6301\u7eed\u89e3\u51b3\u3002\u300d<\/p>\n

\u524d\u5929\u5b9e\u6d4b\u65f6\uff0cDeepSeek \u8bc6\u56fe\u6a21\u5f0f\u5c55\u73b0\u7684\u90a3\u4e9b\u80fd\u529b\uff08\u8ffd\u95ee\u53d1\u5e03\u8005\u8eab\u4efd\u3001\u8054\u60f3\u9cb8\u9c7c logo \u542b\u4e49\u3001\u81ea\u6211\u7ea0\u6b63\u3001\u7ed9\u81ea\u5df1\u5f00\u300c\u5c0f\u578b\u7b54\u8fa9\u4f1a\u300d\uff09\uff0c\u548c\u8fd9\u7bc7\u8bba\u6587\u63cf\u8ff0\u7684\u601d\u7ef4\u65b9\u5f0f\u4e00\u8109\u76f8\u627f\u3002\u5b83\u5728\u8111\u4e2d\u5efa\u7acb\u89c6\u89c9\u951a\u70b9\uff0c\u56f4\u7ed5\u951a\u70b9\u505a\u63a8\u7406\uff0c\u78b0\u5230\u77db\u76fe\u5c31\u56de\u6eaf\u4fee\u6b63\u3002<\/p>\n

\u800c\u6570\u624b\u6307\u6570\u6655\u4e86\uff0c\u5c31\u662f Reference Gap \u7684\u6d3b\u4f53\u6f14\u793a\u3002\u624b\u6307\u4ea4\u53c9\u91cd\u53e0\u7684\u753b\u9762\u91cc\uff0c\u7eaf\u9760\u8bed\u8a00\u63cf\u8ff0\u53bb\u533a\u5206\u300c\u4ece\u5de6\u6570\u7b2c\u4e09\u6839\u300d\u548c\u300c\u4ece\u53f3\u6570\u7b2c\u4e8c\u6839\u300d\uff0c\u8ddf\u4f60\u81ea\u5df1\u4e0d\u4f38\u624b\u6307\u53bb\u6570\u4e00\u7fa4\u6324\u5728\u4e00\u8d77\u7684\u4eba\u4e00\u4e2a\u9053\u7406\uff0c\u6ce8\u5b9a\u6df7\u4e71\u3002<\/p>\n

\u8fd9\u7bc7\u8bba\u6587\u6307\u5411\u7684\u65b9\u5411\u662f\uff1a\u591a\u6a21\u6001\u63a8\u7406\u7684\u4e0b\u4e00\u6b65\u8fdb\u5316\u5728\u951a\u5b9a\u673a\u5236\u4e0a\u3002DeepSeek \u7528 90 \u4e2a\u4fe1\u606f\u5355\u5143\u5c31\u6253\u5e73\u4e86\u522b\u4eba\u7528\u4e0a\u5343 token \u7684\u6548\u679c\uff0c\u7701\u4e0b\u6765\u7684\u7b97\u529b\u5168\u62ff\u53bb\u8ba9\u6a21\u578b\u300c\u4e00\u8fb9\u60f3\u4e00\u8fb9\u6307\u300d\u3002<\/p>\n<\/p>\n

\u5206\u8fa8\u7387\u519b\u5907\u7ade\u8d5b\u53ef\u4ee5\u7f13\u4e00\u7f13\u4e86\uff0c\u6559\u4f1a\u6a21\u578b\u4f38\u51fa\u624b\u6307\uff0c\u6bd4\u7ed9\u5b83\u914d\u4e00\u526f\u66f4\u8d35\u7684\u773c\u955c\u7ba1\u7528\u3002<\/p>\n

\u8fd9\u53ea\u9cb8\u9c7c\u5f00\u4e86\u773c\u4e4b\u540e\uff0c\u8fd8\u957f\u51fa\u4e86\u624b\u6307\u300266.9% \u7684\u8ff7\u5bab\u51c6\u786e\u7387\u79bb\u5b8c\u7f8e\u8fd8\u8fdc\uff0c\u4f46\u81f3\u5c11\u5b83\u5728\u8ba4\u771f\u8d70\uff0c\u4e0d\u50cf\u9694\u58c1\u90a3\u51e0\u4f4d\u5728\u63b7\u786c\u5e01\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6628\u665a DeepSeek \u591a\u6a21\u6001\u7814\u7a76\u5458\u9648\u5c0f\u5eb7\u5728 X \u4e0a\u53d1\u4e86\u4e00\u6761\u63a8\uff0c\u5e76\u516c\u5e03\u4e86DeepSeek \u5173\u4e8e\u591a\u6a21\u6001\u6280\u672f\u7684\u65b0\u8bba […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[271,378,88,63],"views":15,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/772211"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=772211"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/772211\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=772211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=772211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=772211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}