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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 388 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Two-Sample TestingBLOB (test)tabular time series49Jun 9, 2026
Two-Sample TestingCIFAR10 WRN28tabular time series49Jun 9, 2026
Change Point DetectionSynthetic SBM Change with possibly partial evolutiontabular time series49Jun 8, 2026
Change Point DetectionSynthetic SBM changing speed CPD (full evolution)tabular time series49Jun 8, 2026
Change Point DetectionSynthetic SBM endpoint deviation and full evolutiontabular time series49Jun 8, 2026
Change Point DetectionSynthetic SBM endpoint deviation and partial evolutiontabular time series49Jun 8, 2026
Change Point DetectionCPD with endpoint deviation and full evolution (SBM)tabular time series49Jun 8, 2026
Change Point DetectionSynthetic SBM datasets changing speed (test)tabular time series49Jun 8, 2026
Change Point DetectionSynthetic SBM Full evolution to endpoint graphtabular time series49Jun 8, 2026
Change Point DetectionSynthetic SBM pace changes on fixed trajectoriestabular time series49Jun 8, 2026
Change Point DetectionCPD synthetic SBM endpoint deviation and partial evolutiontabular time series49Jun 8, 2026
High-stakes specialized classificationChemProt (test)bio medicalnlp49Jun 2, 2026
General classificationBanking77 (test)nlp49Jun 2, 2026
Drift DetectionSynthetic Data Streams various configurationstabular time series49May 29, 2026
Document Visual Question AnsweringDocVQAmultimodalcomputer vision+149Jul 3, 2026
ForecastingETTm1tabular time series49Jun 9, 2026
Image ClassificationCIFAR10 (test)computer vision49May 26, 2026
Embodied Decision MakingALFWorld held-out (test)robotics embodied ai49May 25, 2026
ClassificationHateSpeech18computer visionnlp+349May 21, 2026
Travel PlanningTravelPlanner (test)llm chat instruction49Jul 7, 2026
Learning to DeferCIFAR-100 Cleancomputer visionnlp+149May 20, 2026
Latency MeasurementLLaMA-8B-Instruct Chunked Prefill 3.1 (inference)miscellaneous49May 19, 2026
Tool-callingConfettiagents tool usellm chat instruction49May 15, 2026
Forgery LocalizationOpenMMseccomputer vision49May 15, 2026
Time-series forecastingElectricitytabular time series49May 14, 2026