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Research

Benchmarks

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

309,131 benchmarksPage 1622 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Hurst estimationfBm (test)tabular time series20Feb 26, 2026
ClassificationSynthetic Manifolds OOD (test)computer visionnlp+320Feb 26, 2026
ClassificationSynthetic Manifolds ID (test)computer visionnlp+320Feb 26, 2026
Language Model Pre-trainingC4 Llama-160M scratch (val)nlp20Feb 26, 2026
Robustness EvaluationMultiRLVRcomputer visionadversarial safety security20Feb 26, 2026
Robustness EvaluationMATHcomputer visionadversarial safety security20Feb 26, 2026
Robustness EvaluationGSM8Kcomputer visionadversarial safety security20Feb 26, 2026
Robustness EvaluationAIMEcomputer visionadversarial safety security20Feb 26, 2026
Outlier DetectionOptdigitstabular time series20Mar 16, 2026
Mathematical ReasoningAIME 2024-2025llm chat instructionnlp20Apr 21, 2026
SummarizationSummarize from Feedback (test)nlp20Feb 26, 2026
MapIdTransformMapIdTransform workloadmiscellaneous20Feb 26, 2026
Time Series ForecastingExchangetabular time series20Feb 26, 2026
Time Series ForecastingWeathertabular time series20Feb 26, 2026
Time Series ForecastingETTh1tabular time series20Feb 26, 2026
Time Series ForecastingETTm2tabular time series20Feb 26, 2026
Time Series ForecastingETTm1tabular time series20Feb 26, 2026
Tool selectionToolAlpacaagents tool use20Feb 26, 2026
Tool selectionAPI-Benchagents tool use20Feb 26, 2026
Tool selectionSD Single-domainagents tool use20Feb 26, 2026
Tool selectionCD Cross-domainagents tool use20Feb 26, 2026
White Matter TractographyHCP (Human Connectome Project) (test)bio medical3d vision geometry20Feb 26, 2026
Mathematical ReasoningAMO-Benchllm chat instructionnlp20Apr 15, 2026
Question AnsweringSQuAD 50-passage (train)nlp20Feb 26, 2026
Question AnsweringSQuAD 200-passage (val)nlp20Feb 26, 2026