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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 445 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Word alignmentBuckeyenlp45Jul 9, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp45Jun 17, 2026
Mathematical ReasoningMath-Synthllm chat instructionnlp45Jun 17, 2026
Traffic PredictionPeMS04 to PeMS08tabular time series45Jun 16, 2026
Conformal PredictionExample 2 5-class data (a=0.5, Easy Bin, r* > 0.5) synthetic (test)tabular time series45Jun 16, 2026
Conformal PredictionExample 2 5-class data (a=0.5, Hard Bin, r* <= 0.5) synthetic (test)tabular time series45Jun 16, 2026
Conformal Prediction5-class synthetic data Example 1, Easy Bin r* > 0.5tabular time series45Jun 16, 2026
Magnetic flux profile predictionD3D-ITER (test)bio medicaltabular time series45Jun 16, 2026
Magnetic flux profile predictionKSTAR (test)bio medicaltabular time series45Jun 16, 2026
Magnetic flux profile predictionSPHER (test)bio medicaltabular time series45Jun 16, 2026
Rare-disease diagnosisCROSSRARE-BENCH RareBench cohort 1.0 (test)bio medical45Jun 15, 2026
Image ClassificationCIFAR-100computer vision45Jun 15, 2026
Referential InstructionsNavigation Environments (test)robotics embodied ainlp45Jun 11, 2026
ForecastingWeathertabular time series45Jun 9, 2026
Human Preference RankingArena Human Preference 140Kllm chat instruction45Jun 9, 2026
Sycophancy MitigationAnthropic Model-Written Evalsllm chat instructionadversarial safety security45Jun 5, 2026
Topology Optimizationheat conduction dataset (test)miscellaneous45Jun 5, 2026
Topology Optimizationheat conduction datasetmiscellaneous45Jun 5, 2026
Topology Optimizationmechanical datasetmiscellaneous45Jun 5, 2026
DenoisingIRIS Lab (Subject8)bio medicalcomputer vision45Jun 5, 2026
Image DenoisingIRIS Lab Subject7computer vision45Jun 5, 2026
Image DenoisingIRIS Lab database Subject1computer vision45Jun 5, 2026
Image DenoisingIRIS Lab database Subject6computer vision45Jun 5, 2026
Image DenoisingIRIS Subject2computer vision45Jun 5, 2026
Image DenoisingIRIS Lab database Subject5computer vision45Jun 5, 2026