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论文Artificial Analysis · X· @ArtificialAnlys·· 3 小时前

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Artificial Analysis 将六项能力指数更新至 v2.0

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Artificial Analysis
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Artificial Analysis 将六项能力指数更新至 v2.0,使其与 Artificial Analysis Intelligence Index v5.0 的评测保持一致,并更加重视非幻觉能力和智能体工具使用。Claude Opus 5.5 (max) 在六项指数中均居首;权重尚未发布的 Kimi K3.1 Pro 是开源权重模型中的领先者,排名介于第 5 至第 8 位。

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查看这件事的完整进展Artificial Analysis 将六项能力指数更新至 2.0 版
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We’ve updated the six Artificial Analysis Capability Indexes to v2.0, aligning them with evaluations from the Artificial Analysis Intelligence Index v5.0 and placing greater emphasis on Non-Hallucination and Agentic Tool Use

The Capability Indexes map tasks from O*NET occupations to benchmarks that represent them, weighting each benchmark by how often its capability appears in that occupation. There are six indexes: Finance & Accounting, Strategy & Ops, Legal, Healthcare & Medical, Engineering, and Economics.

Key changes:

➤ Finance & Accounting: increased weight on Non-Hallucination, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, removed GDPval-AA from Agentic Knowledge Work, and removed AA-LCR from Long-Context

➤ Strategy & Ops: increased weight on Agentic Tool Use, added Non-Hallucination and upgraded AA-Omniscience to v1.1, removed GDPval-AA from Agentic Knowledge Work, and removed AA-LCR from Long-Context

➤ Legal: increased weight on Non-Hallucination, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, removed GDPval-AA from Agentic Knowledge Work, and removed AA-LCR from Long-Context

➤ Healthcare & Medical: increased weight on Agentic Tool Use, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, and removed GDPval-AA from Agentic Knowledge Work

➤ Engineering: added Science as a new capability sourced from CritPt v2 (Hard Subset) and Terminal-Bench-Science 0.1, added FrontierCode 2.0 to Agentic Coding, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, and removed GDPval-AA from Agentic Knowledge Work

➤ Economics: increased weights on Agentic Knowledge Work and Long-Context Reasoning, replaced AA-LCR with GDP.pdf in Long-Context Reasoning, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, and removed GDPval-AA from Agentic Knowledge Work

Key results:

➤ Claude Opus 5.5 (max) leads in all six indexes, followed by GPT-6 Astra (max) in Finance & Accounting, Legal, and Engineering

➤ Among open weights models, Kimi K3.1 Pro (weights not yet released) leads all six indexes, at #5 to #8. MiniMax-M3.1-Flash leads in Strategy & Ops (#10), and DeepSeek V4.1 Flash 1017 (max) leads Healthcare & Medical (#12)

这件事到目前为止

Artificial Analysis 将六项能力指数更新至 2.0 版,使其与 Artificial Analysis Intelligence Index 5.0 版的评测保持一致。修订后的指数更加重视非幻觉表现和智能体工具使用能力。 Claude Opus 5.5 (max) 在六项指数中均排名第一。Kimi K3.1 Pro 在开放权重模型中领先,排名第五至第八;其权重尚未发布。

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