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Agentic AI Atlas · Benchmark
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III.Benchmarkpp. 2 - 2
homepageUrl: https://www.swebench.com/homepageUrl: https://github.com/THUDM/AgentBenchkind: model-onlykind: code-generationdescription: General AI Assistants benchmark — real-world agent reasoning tasks. description: Hand-written programming problems for evaluating code generation. targetsKind: ModelVersiontargetsKind: AgentVersion
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homepageUrl

https://www.swebench.com/ · 2https://github.com/THUDM/AgentBench · 1https://github.com/hendrycks/apps · 1https://os-world.github.io/ · 1https://google-research.github.io/android_world/ · 1https://metr.org/AI_R_D_Evaluation_Report.pdf · 1https://appworld.dev/ · 1https://assistantbench.github.io/ · 1https://the-agent-company.com/ · 1https://agentclinic.github.io/ · 1https://osu-nlp-group.github.io/TravelPlanner/ · 1https://openai.com/index/browsecomp/ · 1

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model-only · 14code-generation · 7full-stack · 7web-agent · 7reasoning · 5math · 4tool-use · 3domain-specific · 2agent-leaderboard · 2knowledge · 2research-engineering · 1planning · 1

description

General AI Assistants benchmark — real-world agent reasoning tasks. · 1Hand-written programming problems for evaluating code generation. · 1MBPP+ from EvalPlus — augmented MBPP with substantially expanded test suites. · 1Machine learning engineering tasks drawn from Kaggle competitions. · 1Massive Multitask Language Understanding — 57-subject knowledge benchmark. · 1Real-world software engineering issues from open-source Python repos. · 1

targetsKind

ModelVersion · 37AgentVersion · 28
id-ascid-descname-ascname-desc
iddisplayNamecluster
benchmark:swe-benchSWE-benchbenchmarks
benchmark:swe-bench-multimodalSWE-bench Multimodalbenchmarks
benchmark:swe-bench-verifiedSWE-bench Verifiedbenchmarks
benchmark:swe-lancerSWE-Lancerbenchmarks
benchmark:tau-benchtau-benchbenchmarks
benchmark:terminal-benchTerminal-Benchbenchmarks
benchmark:the-agent-companyTheAgentCompanybenchmarks
benchmark:toolbenchToolBenchbenchmarks
benchmark:travelplannerTravelPlannerbenchmarks
benchmark:truthful-qaTruthfulQAbenchmarks
benchmark:visualwebarenaVisualWebArenabenchmarks
benchmark:webarenaWebArenabenchmarks
benchmark:webvoyagerWebVoyagerbenchmarks
benchmark:workarenaWorkArenabenchmarks
benchmark:xnliXNLIbenchmarks
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