Institutions / Carnegie Mellon University

Carnegie Mellon University

Their benchmarks in the atlas

Ambig-SWEby Carnegie Mellon UniversityTask level · Underspecificity detection accuracy (best prompt)
89%Claude Sonnet 4 · 21 Feb 2026
Strong
ImpossibleBenchby Carnegie Mellon University and AnthropicTask level · Cheating rate (Conflicting-SWEbench, full scaffold)
54%GPT-5 · 23 Oct 2025
Unrated
OSWorld-Verifiedby HKU, Salesforce AI Research, Carnegie Mellon University and University of WaterlooTask level · Success rate
90.2%Intelligence-Indeed Agent · 25 Jul 2026
Saturated
TheAgentCompanyby Carnegie Mellon UniversityTask level · Tasks resolved
42.9%TTE-MatrixAgent + DeepSeek-V3.2 · 10 Nov 2025
Emerging

Work their benchmarks cover

Software engineering Office and administrative support DevOps, SRE, and IT operations Design, media, and writing Management and business operations

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