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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 2033 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Robot ManipulationMetaWorldrobotics embodied ai17May 29, 2026
Counterfactual Explanation GenerationDigitscomputer visionnlp17Jul 9, 2026
Counterfactual Explanation GenerationBlobscomputer visionnlp17May 12, 2026
Node ClassificationSquirrel (60/20/20)graph17Mar 11, 2026
Medical Interaction SegmentationMR-MedSeg (val)bio medicalcomputer vision17Mar 11, 2026
Streaming video understandingOVOBenchcomputer vision17Mar 10, 2026
ReasoningSATllm chat instructionnlp17Mar 10, 2026
Motion GenerationMBench 16 (official leaderboard)robotics embodied ai17Mar 10, 2026
Near-Perfect Permutation (Near-PP) SearchLatin Squares n ≡ 1 mod 3miscellaneous17Mar 10, 2026
Image ClassificationCIFAR-10 Dirichlet alpha=0.1computer vision17May 21, 2026
Node Classificationogbn-arxivgraph17Mar 10, 2026
Mathematical ReasoningAverage Math500, AIME25, AMC23llm chat instructionnlp17Mar 10, 2026
Mathematical ReasoningAMC23llm chat instructionnlp17Mar 10, 2026
Trajectory PredictionRECON (unseen)robotics embodied aitabular time series17Mar 10, 2026
Trajectory PredictionGoStanford (unseen)robotics embodied aitabular time series17Mar 10, 2026
Pasture Biomass EstimationCSIRO n=357 (5-fold stratified group cross-validation)tabular time series17Mar 10, 2026
Glottis DetectionClinicalbio medicalcomputer vision17Mar 10, 2026
Glottis DetectionPIDbio medicalcomputer vision17Mar 10, 2026
Capacitated Vehicle Routing ProblemCVRP50miscellaneous17Apr 8, 2026
Object TrackingSV248Scomputer vision17Mar 10, 2026
Object DetectionCross-Domain Object Detection (COCO to ArTaxOr, Clipart1k, DIOR, DeepFish, NEU-DET, UODD) 10-shotcomputer vision17Mar 20, 2026
Multi-task LearningNYU v2computer vision3d vision geometry+117Mar 10, 2026
Generalized PlanningLogistics (Extrapolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningLogistics (Interpolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningLogistics (val)robotics embodied ai17Mar 10, 2026