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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 1118 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Compositional ReasoningSugarCrepe++computer visionnlp25May 13, 2026
3D Hand Pose EstimationHO-3D v23d vision geometry25Mar 27, 2026
Temporal Action SegmentationTCG-15computer vision25Mar 26, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp25May 18, 2026
Object Hallucination AssessmentMSCOCO (500 random samples)computer vision25Apr 8, 2026
Tabular Data GenerationBeijingtabular time series25May 19, 2026
Out-of-distribution detectionImageNet FarOOD 1kcomputer visiontabular time series25Mar 25, 2026
Time Series Forecastingfev-benchtabular time series25May 15, 2026
Acoustic ClassificationDeepShipspeech audio25Jun 2, 2026
Tokenization EfficiencyIndic-English as (evaluation)nlp25Mar 24, 2026
3D Sorting3D Sorting3d vision geometryrobotics embodied ai25Mar 24, 2026
Compositional Privacy Risk EvaluationCPRT 1.0 (test)adversarial safety security25Mar 24, 2026
Binary Hate DetectionFHM (test)nlp25Mar 24, 2026
Instruction FollowingInverse IFEval, MARS-Bench, MultiChallenge, Collie-Hard, EIFBenchllm chat instruction25Mar 24, 2026
MathematicsAIME-25, HMMT25(Feb), BeyondAIME, AMO-Bench, IMO-AnswerBenchnlp25Mar 24, 2026
Faithfulness EvaluationFaithfulness Baseline Narrativesnlp25Mar 23, 2026
Generalized Category DiscoveryCUB-200computer vision25Jul 2, 2026
Multiple-choice Question AnsweringARC-Easy zero-shot (test)nlp25Mar 23, 2026
Mathematical ReasoningSVAMP 8-shot (test)llm chat instructionnlp25Mar 23, 2026
Mathematical ReasoningGSM8K 8-shot (test)llm chat instructionnlp25Mar 23, 2026
Android malware detectionTranscendent Ramda feature spacebio medical25Mar 23, 2026
Android malware detectionTranscendent Drebin feature spacebio medical25Mar 23, 2026
Android malware detectionHypercube Ramda feature spacebio medical25Mar 23, 2026
Android malware detectionHypercube Drebin feature spacebio medical25Mar 23, 2026
Ultrasound Image SegmentationDDTIcomputer visionbio medical25Mar 20, 2026