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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1614 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Learning to DeferCIFAR-100 varying-accuracy synthetic expert (test)computer visionnlp+120Feb 26, 2026
Learning to DeferImageNet Overlapped Dog Expertcomputer visionnlp+120Feb 26, 2026
Learning to DeferImageNet Dog Expertcomputer visionnlp+120Feb 26, 2026
Learning to DeferCIFAR-100 Overlapped Animal Expertcomputer visionnlp+120Feb 26, 2026
Learning to DeferCIFAR-100 Animal Expertcomputer visionnlp+120Feb 26, 2026
Physical space generationVorticity and Convection Physical Simulationmiscellaneous20Feb 26, 2026
Knowledge Graph RetrievalSTaRK-Prime Synthetic 1.0retrieval search raggraph20Feb 26, 2026
Knowledge Graph RetrievalSTaRK-MAG Synthetic 1.0retrieval search raggraph20Feb 26, 2026
Knowledge Graph RetrievalSTaRK-Amazon Synthetic 1.0retrieval search raggraph20Feb 26, 2026
RetrievalSTaRK PRIME Syntheticretrieval search rag20Feb 26, 2026
RetrievalSTaRK MAG Syntheticretrieval search rag20Feb 26, 2026
RetrievalSTaRK AMAZON Syntheticretrieval search rag20Feb 26, 2026
Mathematical ReasoningBRUMOllm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningHMMTllm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp20Feb 26, 2026
Question AnsweringGPQAnlp20Feb 26, 2026
ReasoningBrumo 25llm chat instructionnlp20Feb 26, 2026
ReasoningHMMT Feb 25llm chat instructionnlp20Feb 26, 2026
ReasoningAIME 25llm chat instructionnlp20Feb 26, 2026
Quantitative Phase ImagingClinical urine microscopy through-focus brightfield imagescomputer visionbio medical20Feb 26, 2026
Click PredictionRecGaze 1.0 (test)tabular time series20Feb 26, 2026
Illicit task completionAgentHarm English promptsadversarial safety securityagents tool use20Feb 26, 2026
Domain AdaptationBioASQ (test)computer visionnlp+120Feb 26, 2026
Domain AdaptationKUP (test)computer visionnlp+120Feb 26, 2026