{"id":9397,"date":"2026-06-21T00:31:54","date_gmt":"2026-06-20T16:31:54","guid":{"rendered":"https:\/\/infernews.com\/blog\/multilcb\/"},"modified":"2026-06-21T00:33:12","modified_gmt":"2026-06-20T16:33:12","slug":"multilcb","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/multilcb\/","title":{"rendered":"MultiLCB\uff1a\u5373\u6642\u8ffd\u8e64\u7a0b\u5f0f\u6a21\u578b\u8868\u73fe"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/poster.jpg\" alt=\"codeLogo\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">MultiLCB\uff08Multi Live Code Bench\uff09\u662f\u4e00\u500b\u516c\u958b\u7684\u7de8\u7a0b\u6a21\u578b\u8a55\u6e2c\u9805\u76ee\uff0c\u91cd\u9ede\u662f\u7528\u52d5\u614b\u699c\u55ae\u548c\u6bd4\u8f03\u5de5\u5177\uff0c\u89c0\u5bdf\u4e0d\u540c\u6a21\u578b\u5728\u591a\u7a2e\u7a0b\u5f0f\u8a9e\u8a00\u4e0a\u7684\u8868\u73fe\u3002\u7db2\u7ad9\u63d0\u4f9b Main Leaderboard\u3001Model Comparison\uff0c\u4ee5\u53ca\u6309\u6708\u4efd\u67e5\u770b pass@1 \u8b8a\u5316\uff0c\u9069\u5408\u60f3\u5feb\u901f\u4e86\u89e3\u6a21\u578b\u7de8\u78bc\u80fd\u529b\u7684\u4eba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u8655\u7406\u7684\u554f\u984c\u5f88\u660e\u78ba\uff1a\u4e0d\u5c11\u7de8\u7a0b\u6a21\u578b\u6210\u7e3e\u53ea\u505c\u7559\u5728\u55ae\u6b21\u767c\u5e03\uff0c\u96e3\u4ee5\u770b\u51fa\u6642\u9593\u8b8a\u5316\u3001\u8a9e\u8a00\u5dee\u7570\u548c\u63a8\u7406\u8a2d\u5b9a\u7684\u5f71\u97ff\u3002MultiLCB \u628a\u8cc7\u6599\u6574\u7406\u6210\u53ef\u7be9\u9078\u7684\u4ecb\u9762\uff0c\u652f\u63f4\u8a9e\u8a00\u3001\u96e3\u5ea6\u3001\u5e73\u53f0\uff0c\u4ee5\u53ca\u662f\u5426\u4f7f\u7528 CoT\uff08Chain-of-Thought\uff09\u7b49\u689d\u4ef6\uff0c\u65b9\u4fbf\u76f4\u63a5\u6bd4\u8f03\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u6642\uff0c\u8b80\u8005\u53ef\u5148\u5728 Leaderboard \u9078\u64c7\u65e5\u671f\u7bc4\u570d\uff0c\u518d\u6309 Python\u3001JavaScript\u3001TypeScript\u3001Java\u3001C++\u3001C#\u3001Go\u3001Rust\u3001Ruby\u3001PHP\u3001Kotlin\u3001Scala \u7b49\u8a9e\u8a00\u7be9\u9078\u3002\u82e5\u60f3\u6df1\u5165\u770b\u5169\u500b\u6216\u591a\u500b\u6a21\u578b\u5dee\u8ddd\uff0c\u53ef\u6253\u958b Compare \u9801\u9762\uff0c\u7528 pass@1 \u8207\u5e73\u5747\u5206\u6578\u4ea4\u53c9\u6aa2\u8996\uff0c\u4e5f\u53ef\u7559\u610f\u6bcf\u6708\u8d70\u52e2\u5716\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4 LCB\u3001LCB-PRO\u3001LCB-PRO-AGENTIC \u591a\u7a2e\u57fa\u6e96<\/li>\n\n\n\n<li>\u53ef\u6309\u8a9e\u8a00\u3001\u96e3\u5ea6\u3001\u5e73\u53f0\u3001CoT \u689d\u4ef6\u7be9\u9078<\/li>\n\n\n\n<li>\u4ee5 pass@1 \u70ba\u6838\u5fc3\u6307\u6a19\uff0c\u65b9\u4fbf\u76f4\u89c0\u6bd4\u8f03<\/li>\n\n\n\n<li>\u63d0\u4f9b\u6708\u4efd\u8b8a\u5316\u5716\uff0c\u8f03\u6613\u770b\u51fa\u6a21\u578b\u9032\u6b65\u6216\u6ce2\u52d5<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u985e\u9805\u76ee\u7279\u5225\u9069\u5408\u6a21\u578b\u7814\u7a76\u8005\u3001AI \u5de5\u7a0b\u5e2b\u3001\u6280\u8853\u5a92\u9ad4\uff0c\u4ee5\u53ca\u9700\u8981\u6311\u9078 coding model \u7684\u5718\u968a\u3002\u5f9e\u9801\u9762\u53ef\u898b\uff0c\u5b83\u504f\u5411\u57fa\u6e96\u6e2c\u8a66\u8207\u6a6b\u5411\u6bd4\u8f03\u5de5\u5177\uff1b\u81f3\u65bc\u6578\u64da\u4f86\u6e90\u3001\u984c\u76ee\u69cb\u6210\u548c\u5b8c\u6574\u8a55\u6e2c\u65b9\u6cd5\uff0c\u4ecd\u8981\u914d\u5408\u7ad9\u5167 Code\u3001Hf\u3001Submit \u6216\u76f8\u95dc\u8aaa\u660e\u9801\u9762\u518d\u4f5c\u78ba\u8a8d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\uff1a<\/strong> <a href=\"https:\/\/multi-lcb.github.io\/\" rel=\"noopener noreferrer\">https:\/\/multi-lcb.github.io\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u500b\u805a\u7126\u591a\u8a9e\u8a00\u7de8\u7a0b\u80fd\u529b\u7684\u516c\u958b\u8a55\u6e2c\u5e73\u53f0\uff0c\u53ef\u6bd4\u8f03\u4e0d\u540c\u6a21\u578b\u5728\u6642\u9593\u8b8a\u5316\u4e0b\u7684\u8868\u73fe\u3002<\/p>\n","protected":false},"author":8,"featured_media":9396,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,116,38,152,105,159,76,146],"tags":[],"class_list":["post-9397","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-38","category-python","category-python-nlp","category-vibe-coding","category-76","category-146"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9397","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=9397"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9397\/revisions"}],"predecessor-version":[{"id":9399,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9397\/revisions\/9399"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9396"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9397"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9397"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}