{"id":3914,"date":"2025-07-19T02:21:39","date_gmt":"2025-07-19T00:21:39","guid":{"rendered":"https:\/\/implementi.ai\/2025\/07\/19\/leaderboard-shake-up-in-embedding-models-google-claims-top-spot-as-alibabas-open-source-model-narrows-the-gap\/"},"modified":"2025-07-19T02:21:39","modified_gmt":"2025-07-19T00:21:39","slug":"%e5%b5%8c%e5%85%a5%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%8e%92%e8%a1%8c%e6%a6%9c%e5%8f%91%e7%94%9f%e5%8f%98%e5%8c%96-%e8%b0%b7%e6%ad%8c%e5%a4%ba%e5%be%97%e6%a6%9c%e9%a6%96%ef%bc%8c%e9%98%bf%e9%87%8c%e5%b7%b4","status":"publish","type":"post","link":"https:\/\/implementi.ai\/zh\/2025\/07\/19\/leaderboard-shake-up-in-embedding-models-google-claims-top-spot-as-alibabas-open-source-model-narrows-the-gap\/","title":{"rendered":"\u5d4c\u5165\u6a21\u5f0f\u7684\u6392\u884c\u699c\u53d1\u751f\u53d8\u5316\uff1a\u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u6a21\u5f0f\u7f29\u5c0f\u5dee\u8ddd\uff0c\u8c37\u6b4c\u8dc3\u5c45\u9996\u4f4d"},"content":{"rendered":"

\u8fd1\u5e74\u6765\uff0c\u673a\u5668\u5b66\u4e60\u7684\u80fd\u529b\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u5728\u51c6\u786e\u6027\u548c\u80fd\u529b\u65b9\u9762\u90fd\u53d6\u5f97\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u98de\u8dc3\u3002\u8fd9\u4e00\u7a81\u98de\u731b\u8fdb\u80cc\u540e\u7684\u5173\u952e\u56e0\u7d20\u662f \"\u5d4c\u5165\u6a21\u578b \"\u7684\u4f7f\u7528\uff0c\u8fd9\u662f\u4e00\u79cd\u5141\u8bb8\u8ba1\u7b97\u673a\u7b80\u5316\u548c\u89e3\u91ca\u590d\u6742\u6570\u636e\u7684\u6280\u672f\u3002\u8c37\u6b4c\u65b0\u63a8\u51fa\u7684\u53cc\u5b50\u5ea7\u5d4c\u5165\u6a21\u578b\u6700\u8fd1\u6027\u80fd\u7a81\u98de\u731b\u8fdb\uff0c\u76ee\u524d\u5728 MTEB \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u9065\u9065\u9886\u5148\u3002\u7136\u800c\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5b83\u7684\u9886\u5148\u5730\u4f4d\u5e76\u4e0d\u662f\u6beb\u65e0\u6311\u6218\u7684\uff0c\u4e8b\u5b9e\u4e0a\uff0c\u5b83\u6b63\u9762\u4e34\u7740\u6765\u81ea\u4e00\u4e9b\u610f\u60f3\u4e0d\u5230\u7684\u65b9\u9762\u7684\u6fc0\u70c8\u7ade\u4e89\u3002<\/p>\n

\u5d4c\u5165\u6a21\u578b\u80cc\u540e\u7684\u7406\u5ff5\u662f\u5c06\u9ad8\u7ef4\u5411\u91cf\uff08\u5982\u6587\u5b57\u3001\u58f0\u97f3\u751a\u81f3\u56fe\u50cf\uff09\u8f6c\u6362\u5230\u4f4e\u7ef4\u7a7a\u95f4\u3002\u8fd9\u79cd\u6280\u672f\u5728\u5904\u7406\u4ee4\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u6a21\u578b\u611f\u5230\u56f0\u60d1\u7684\u590d\u6742\u6570\u636e\u65b9\u9762\u975e\u5e38\u51fa\u8272\u3002\u8c37\u6b4c\u7684 \"\u53cc\u5b50\u5ea7\"\uff08Gemini\uff09\u5c31\u662f\u8fd9\u6837\u4e00\u4e2a\u5728\u8fd9\u4e00\u9886\u57df\u8868\u73b0\u51fa\u8272\u7684\u6a21\u578b\u3002\u6839\u636e\u6700\u8fd1\u7684\u7ed3\u679c\uff0c\u5b83\u76ee\u524d\u5728 MTEB\uff08\u673a\u5668\u7ffb\u8bd1\u8bc4\u4f30\u57fa\u51c6\uff09\u4e2d\u9065\u9065\u9886\u5148\uff0c\u52c9\u5f3a\u6324\u6389\u4e86\u5176\u4ed6\u4f17\u591a\u7ade\u4e89\u8005\u3002<\/p>\n

\u8c37\u6b4c\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u8fdb\u6b65<\/h3>\n

\u8c37\u6b4c\u5728\u521b\u65b0\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u65b9\u9762\u7684\u6210\u7ee9\u662f\u6bcb\u5eb8\u7f6e\u7591\u7684\uff0cGemini \u8bc1\u5b9e\u4e86\u8fd9\u4e00\u4e8b\u5b9e\u3002\u8fd9\u5bb6\u79d1\u6280\u5de8\u5934\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4ee5\u5176\u5353\u8d8a\u7684\u6027\u80fd\u63d0\u5347\u4e86\u5d4c\u5165\u5f0f\u6a21\u578b\u9886\u57df\u7684\u6807\u51c6\uff0c\u5e76\u5728 MTEB \u6392\u884c\u699c\u4e0a\u8d62\u5f97\u4e86\u68a6\u5bd0\u4ee5\u6c42\u7684\u7b2c\u4e00\u540d\u3002\u8003\u8651\u5230\u6240\u627f\u62c5\u4efb\u52a1\u7684\u590d\u6742\u6027\u548c\u8be5\u9886\u57df\u7684\u6fc0\u70c8\u7ade\u4e89\uff0c\u8fd9\u4e00\u6210\u7ee9\u975e\u540c\u5c0f\u53ef\u3002MTEB \u4f7f\u7528\u5404\u79cd\u4efb\u52a1\u6765\u8861\u91cf\u4e0d\u540c\u6a21\u578b\u7684\u80fd\u529b\uff0c\u800c Gemini \u663e\u7136\u5728\u6240\u6709\u4efb\u52a1\u4e2d\u90fd\u8868\u73b0\u51fa\u4e86\u5353\u8d8a\u7684\u6027\u80fd\u3002<\/p>\n

\u7136\u800c\uff0c\u4f5c\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u9886\u519b\u4eba\u7269\u4e4b\u4e00\uff0c\u8c37\u6b4c\u9762\u4e34\u7740\u6765\u81ea\u5c01\u95ed\u548c\u5f00\u6e90\u7ade\u4e89\u5bf9\u624b\u7684\u6301\u7eed\u6311\u6218\uff0c\u5b83\u4eec\u4e0d\u65ad\u5bfb\u6c42\u7f29\u5c0f\u5dee\u8ddd\u5e76\u63d0\u4f9b\u6539\u8fdb\u7684\u6a21\u578b\u3002\u8fd9\u79cd\u6301\u7eed\u7684\u7ade\u4e89\u4fc3\u8fdb\u4e86\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4e0d\u65ad\u521b\u65b0\u548c\u8fdb\u6b65\uff0c\u6700\u7ec8\u4f7f\u7ec8\u7aef\u7528\u6237\u53d7\u76ca\u3002 <\/p>\n

\u7cbe\u795e\u6296\u64de\u7684\u6311\u6218\u8005--\u963f\u91cc\u5df4\u5df4\u7684\u5f00\u6e90\u6a21\u5f0f <\/h3>\n

\u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u6a21\u5f0f\u7684\u5d1b\u8d77\u5c24\u5176\u503c\u5f97\u5173\u6ce8\u3002\u5c3d\u7ba1\u963f\u91cc\u5df4\u5df4\u662f\u4e00\u5bb6\u76f8\u5bf9\u8f83\u65b0\u7684\u516c\u53f8\uff0c\u4f46\u5b83\u5374\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u5730\u7f29\u5c0f\u4e86\u4e0e\u8c37\u6b4c\u53cc\u5b50\u661f\u5728\u6392\u884c\u699c\u4e0a\u7684\u5dee\u8ddd\u3002\u8fd9\u4e00\u8f6c\u53d8\u8868\u660e\uff0c\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u5e76\u4e0d\u9065\u8fdc\uff0c\u8fd9\u4e00\u70b9\u8010\u4eba\u5bfb\u5473\u3002\u770b\u6765\uff0c\u6211\u4eec\u53ef\u80fd\u5373\u5c06\u8fce\u6765\u4e00\u573a\u4eba\u5de5\u667a\u80fd\u9769\u547d--\u4e0d\u4ec5\u7531\u5178\u578b\u7684\u79d1\u6280\u5de8\u5934\u5f15\u9886\uff0c\u800c\u4e14\u8d8a\u6765\u8d8a\u591a\u5730\u7531\u5f00\u6e90\u66ff\u4ee3\u6280\u672f\u9a71\u52a8\u3002\u79d1\u6280\u9886\u57df\u7684\u7ade\u4e89\u6027\u786e\u4fdd\u4e86\u65b0\u9c9c\u3001\u521b\u65b0\u7684\u60f3\u6cd5\u548c\u8fdb\u6b65\u6e90\u6e90\u4e0d\u65ad\uff0c\u4ece\u800c\u4e0d\u65ad\u5de9\u56fa\u884c\u4e1a\u7684\u53d1\u5c55\u3002<\/p>\n\n

\u4e89\u593a\u5d4c\u5165\u5f0f\u6a21\u578b\u6392\u884c\u699c\u7684\u699c\u9996\u53ea\u662f\u6b63\u5728\u8fdb\u884c\u7684\u4eba\u5de5\u667a\u80fd\u4e89\u9738\u6218\u4e2d\u7684\u6700\u65b0\u4e00\u6218\u3002\u867d\u7136\u8c37\u6b4c\u5728\u53cc\u5b50\u5ea7\u4e0a\u53d6\u5f97\u7684\u6210\u5c31\u503c\u5f97\u79f0\u8d5e\uff0c\u4f46\u50cf\u963f\u91cc\u5df4\u5df4\u7684\u6a21\u578b\u8fd9\u6837\u7684\u6311\u6218\u8005\u4e5f\u8868\u660e\uff0c\u7ade\u4e89\u548c\u65b0\u89c2\u70b9\u8fd8\u6709\u5f88\u5927\u7684\u7a7a\u95f4\u3002\u8fd9\u5bf9\u6574\u4e2a\u884c\u4e1a\u6765\u8bf4\u662f\u4e2a\u597d\u6d88\u606f\uff0c\u56e0\u4e3a\u6fc0\u70c8\u7684\u7ade\u4e89\u5f80\u5f80\u5b55\u80b2\u7740\u521b\u65b0\uff0c\u8ba9\u6211\u4eec\u80fd\u591f\u61a7\u61ac\u672a\u6765\uff0c\u673a\u5668\u5b66\u4e60\u5c06\u8d8a\u6765\u8d8a\u51c6\u786e\u3001\u5f3a\u5927\uff0c\u5e76\u4e0e\u6211\u4eec\u7684\u751f\u6d3b\u6df1\u5ea6\u878d\u5408\u3002<\/p>\n

\u968f\u7740\u8fd9\u4e9b\u4ee4\u4eba\u5174\u594b\u7684\u53d1\u5c55\u4e0d\u65ad\u6d8c\u73b0\uff0c\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u672a\u6765\u7684\u786e\u4ee4\u4eba\u6fc0\u52a8\uff01\u6709\u5173\u53cc\u5b50\u5ea7\u6a21\u578b\u53ca\u5176\u9762\u4e34\u7684\u6fc0\u70c8\u7ade\u4e89\u7684\u66f4\u591a\u8be6\u60c5\uff0c\u8bf7\u67e5\u9605 \u539f\u6587<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"

In recent years, the power of machine learning has increased exponentially, making impressive leaps in both accuracy and power. A key element behind this surge is the use of ’embedding models’, a technique that permits computers to simplify and interpret complex data. Google’s new Gemini Embedding model has seen a recent surge in performance, now leading the MTEB benchmark. However, […]<\/p>\n","protected":false},"author":1,"featured_media":3915,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[26],"tags":[],"class_list":["post-3914","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automation"],"featured_image_src":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/07\/3914-1024x683.png","blog_images":{"medium":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/07\/3914-300x200.png","large":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/07\/3914-1024x683.png"},"ams_acf":[],"jetpack_featured_media_url":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/07\/3914.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/posts\/3914","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/comments?post=3914"}],"version-history":[{"count":0,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/posts\/3914\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/media\/3915"}],"wp:attachment":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/media?parent=3914"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/categories?post=3914"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/tags?post=3914"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}