{"id":4053,"date":"2026-03-01T23:16:32","date_gmt":"2026-03-01T15:16:32","guid":{"rendered":"https:\/\/ai.ziyuanzz.online\/?page_id=4053"},"modified":"2026-03-28T11:13:26","modified_gmt":"2026-03-28T03:13:26","slug":"helm","status":"publish","type":"page","link":"https:\/\/ai.ziyuanzz.online\/index.php\/helm\/","title":{"rendered":"HELM"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"750\" src=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/1-212.png\" alt=\"\" class=\"wp-image-4054\" style=\"width:230px\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/1-212.png 900w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/1-212-300x250.png 300w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/1-212-768x640.png 768w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">HELM<\/h2>\n\n\n\n<p>\u65af\u5766\u798f\u5927\u5b66\u63a8\u51fa\u7684\u5927\u6a21\u578b\u8bc4\u6d4b\u4f53\u7cfb<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/crfm.stanford.edu\/helm\/latest\/?utm_source=ai-bot.cn\" target=\"_blank\" rel=\"nofollow noopener\">\u8bbf\u95ee\u5b98\u7f51 ><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"240\" src=\"http:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1.png\" alt=\"\" class=\"wp-image-34\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1.png 2400w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-300x30.png 300w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-1024x102.png 1024w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-768x77.png 768w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-1536x154.png 1536w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/01\/d-design-banner-0906-1-2048x205.png 2048w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/><\/figure>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">HELM\u662f\u4ec0\u4e48<\/h2>\n\n\n\n<p>HELM\u5168\u79f0Holistic Evaluation of Language Models\uff08\u8bed\u8a00\u6a21\u578b\u6574\u4f53\u8bc4\u4f30\uff09\u662f\u65af\u5766\u798f\u5927\u5b66\u63a8\u51fa\u7684\u5927\u6a21\u578b\u8bc4\u6d4b\u4f53\u7cfb\uff0c\u8bc4\u6d4b\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\u573a\u666f\u3001\u9002\u914d\u3001\u6307\u6807\u4e09\u5927\u6a21\u5757\uff0c\u6bcf\u6b21\u8bc4\u6d4b\u7684\u8fd0\u884c\u90fd\u9700\u8981\u6307\u5b9a\u4e00\u4e2a\u573a\u666f\uff0c\u4e00\u4e2a\u9002\u914d\u6a21\u578b\u7684\u63d0\u793a\uff0c\u4ee5\u53ca\u4e00\u4e2a\u6216\u591a\u4e2a\u6307\u6807\u3002\u5b83\u8bc4\u6d4b\u4e3b\u8981\u8986\u76d6\u7684\u662f\u82f1\u8bed\uff0c\u901a\u8fc7\u51c6\u786e\u7387\u3001\u4e0d\u786e\u5b9a\u6027\/\u6821\u51c6\u3001\u9c81\u68d2\u6027\u3001\u516c\u5e73\u6027\u3001\u504f\u5dee\u3001\u6bd2\u6027\u3001\u63a8\u65ad\u6548\u7387\u7efc\u5408\u8bc4\u6d4b\u6a21\u578b\u8868\u73b0\uff0c\u9002\u7528\u95ee\u7b54\u3001\u4fe1\u606f\u68c0\u7d22\u3001\u6587\u672c\u5206\u7c7b\u7b49\u4efb\u52a1\uff0c\u4e3a\u8bed\u8a00\u6a21\u578b\u63d0\u4f9b\u66f4\u5168\u9762\u3001\u7cfb\u7edf\u7684\u8bc4\u4f30\u65b9\u6cd5\uff0c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f18\u5316\u6a21\u578b\u6027\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-149-1024x576.png\" alt=\"\" class=\"wp-image-4055\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-149-1024x576.png 1024w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-149-300x169.png 300w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-149-768x432.png 768w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-149.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">HELM\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5168\u9762\u7684\u8bc4\u4f30\u80fd\u529b<\/strong>\uff1aHELM\u652f\u6301\u591a\u79cd\u8bed\u8a00\u6a21\u578b\u4efb\u52a1\uff08\u5982\u95ee\u7b54\u3001\u6587\u672c\u5206\u7c7b\u3001\u4fe1\u606f\u68c0\u7d22\u3001\u6587\u672c\u751f\u6210\u3001\u6458\u8981\u7b49\uff09\uff0c\u63d0\u4f9b\u591a\u79cd\u8bc4\u4f30\u6307\u6807\uff08\u5305\u62ec\u51c6\u786e\u7387\u3001\u9c81\u68d2\u6027\u3001\u516c\u5e73\u6027\u3001\u504f\u5dee\u3001\u6bd2\u6027\u3001\u63a8\u65ad\u6548\u7387\u7b49\uff09\uff0c\u80fd\u591f\u4ece\u591a\u4e2a\u7ef4\u5ea6\u5168\u9762\u8bc4\u4f30\u8bed\u8a00\u6a21\u578b\u7684\u6027\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u590d\u73b0\u6027\u4e0e\u900f\u660e\u6027<\/strong>\uff1aHELM\u57fa\u4e8e\u6807\u51c6\u5316\u7684\u8bc4\u4f30\u6d41\u7a0b\u548c\u914d\u7f6e\u6587\u4ef6\uff0c\u786e\u4fdd\u4e0d\u540c\u7528\u6237\u5728\u76f8\u540c\u6761\u4ef6\u4e0b\u80fd\u591f\u83b7\u5f97\u4e00\u81f4\u7684\u8bc4\u4f30\u7ed3\u679c\uff0c\u7528\u6237\u80fd\u67e5\u770b\u548c\u4fee\u6539\u8bc4\u4f30\u4ee3\u7801\uff0c\u4fdd\u8bc1\u8bc4\u4f30\u8fc7\u7a0b\u7684\u900f\u660e\u6027\u548c\u53ef\u5b9a\u5236\u6027\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u652f\u6301<\/strong>\uff1aHELM\u4e0d\u4ec5\u652f\u6301\u7eaf\u6587\u672c\u4efb\u52a1\uff0c\u8fd8\u652f\u6301\u591a\u6a21\u6001\u4efb\u52a1\uff08\u4f8b\u5982\u56fe\u50cf\u63cf\u8ff0\u751f\u6210\u3001\u89c6\u89c9\u95ee\u7b54\u7b49\uff09\uff0c\u8bc4\u4f30\u591a\u6a21\u6001\u6a21\u578b\u7684\u7efc\u5408\u6027\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u5b9a\u4e49\u6269\u5c55<\/strong>\uff1a\u7528\u6237\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\uff0c\u81ea\u5b9a\u4e49\u8bc4\u4f30\u4efb\u52a1\u3001\u9002\u914d\u7b56\u7565\u548c\u6307\u6807\uff0cHELM\u63d0\u4f9b\u7075\u6d3b\u7684\u6269\u5c55\u673a\u5236\uff0c\u6ee1\u8db3\u7279\u5b9a\u7684\u7814\u7a76\u6216\u5e94\u7528\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-150-1024x576.png\" alt=\"\" class=\"wp-image-4056\" srcset=\"https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-150-1024x576.png 1024w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-150-300x169.png 300w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-150-768x432.png 768w, https:\/\/ai.ziyuanzz.online\/wp-content\/uploads\/2026\/03\/image-150.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>HELM\u7684\u5e94\u7528\u573a\u666f<\/p>\n\n\n\n<p><strong>\u6bd2\u6027\u68c0\u6d4b<\/strong>\uff1a\u68c0\u6d4b\u8bed\u8a00\u6a21\u578b\u751f\u6210\u7684\u5185\u5bb9\u662f\u5426\u5305\u542b\u6709\u5bb3\u6216\u4e0d\u9002\u5f53\u7684\u5185\u5bb9\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u7684\u5065\u5eb7\u6027\u548c\u5b89\u5168\u6027\u3002<a href=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/07\/HELM-webiste2-1.png\" target=\"_blank\" rel=\"nofollow noopener\"><\/a><\/p>\n\n\n\n<p><strong>\u8bed\u8a00\u6a21\u578b\u6027\u80fd\u8bc4\u4f30<\/strong>\uff1a\u5168\u9762\u8bc4\u4f30\u8bed\u8a00\u6a21\u578b\u5728\u591a\u79cd\u4efb\u52a1\uff08\u5982\u95ee\u7b54\u3001\u6587\u672c\u5206\u7c7b\u3001\u4fe1\u606f\u68c0\u7d22\u3001\u6587\u672c\u751f\u6210\u7b49\uff09\u4e0a\u7684\u6027\u80fd\uff0c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u4e86\u89e3\u6a21\u578b\u7684\u4f18\u52bf\u548c\u4e0d\u8db3\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u4f18\u5316\u4e0e\u6539\u8fdb<\/strong>\uff1a\u901a\u8fc7\u8be6\u7ec6\u7684\u8bc4\u4f30\u62a5\u544a\uff0c\u7814\u7a76\u4eba\u5458\u53d1\u73b0\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u6216\u6307\u6807\u4e0a\u7684\u5f31\u70b9\uff0c\u9488\u5bf9\u6027\u5730\u4f18\u5316\u6a21\u578b\u67b6\u6784\u6216\u8bad\u7ec3\u7b56\u7565\u3002<\/p>\n\n\n\n<p><strong>\u591a\u6a21\u6001\u6a21\u578b\u8bc4\u4f30<\/strong>\uff1a\u652f\u6301\u591a\u6a21\u6001\u4efb\u52a1\uff08\u5982\u56fe\u50cf\u63cf\u8ff0\u751f\u6210\u3001\u89c6\u89c9\u95ee\u7b54\u7b49\uff09\uff0c\u80fd\u8bc4\u4f30\u591a\u6a21\u6001\u6a21\u578b\u5728\u5904\u7406\u6587\u672c\u548c\u56fe\u50cf\u7ed3\u5408\u7684\u4efb\u52a1\u65f6\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n<p><strong>\u516c\u5e73\u6027\u4e0e\u504f\u5dee\u68c0\u6d4b<\/strong>\uff1a\u8bc4\u4f30\u8bed\u8a00\u6a21\u578b\u662f\u5426\u5b58\u5728\u6027\u522b\u3001\u79cd\u65cf\u3001\u6587\u5316\u7b49\u65b9\u9762\u7684\u504f\u5dee\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u786e\u4fdd\u6a21\u578b\u7684\u516c\u5e73\u6027\u548c\u4e2d\u7acb\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>HELM \u65af\u5766\u798f\u5927\u5b66\u63a8\u51fa\u7684\u5927\u6a21\u578b\u8bc4\u6d4b\u4f53\u7cfb HELM\u662f\u4ec0\u4e48 HELM\u5168\u79f0Holistic Evaluation  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4053","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/4053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/comments?post=4053"}],"version-history":[{"count":0,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/4053\/revisions"}],"wp:attachment":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/media?parent=4053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}