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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 1285 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
LocomotionAnt IID (test)robotics embodied ai24Feb 26, 2026
Locomotion ControlHopper sigma 0.3 (test)robotics embodied ai24Feb 26, 2026
Locomotion ControlWalker sigma 0.1 (test)robotics embodied ai24Feb 26, 2026
Locomotion ControlHalf Cheetah sigma 0.3 (test)robotics embodied ai24Feb 26, 2026
Locomotion ControlAnt sigma 0.5 (test)robotics embodied ai24Feb 26, 2026
Locomotion ControlAnt sigma 0.3 (test)robotics embodied ai24Feb 26, 2026
Locomotion ControlAnt sigma 0.1 (test)robotics embodied ai24Feb 26, 2026
Binding affinity predictionSKEMPI2 (all mutations)bio medical24Feb 26, 2026
Mental state decodingMDTB (test)bio medicalnlp24Feb 26, 2026
Image ClassificationMNIST Splitcomputer vision24Mar 31, 2026
Conformal PredictionCIFAR-10 (test)tabular time series24Jul 9, 2026
Conformal PredictionF-MNISTtabular time series24Feb 26, 2026
Continuous ControlD4RL Hopper mediumrobotics embodied ai24Jun 9, 2026
Point Cloud GenerationLJ13 (test)3d vision geometry24Feb 26, 2026
Point Cloud GenerationDW4 (test)3d vision geometry24Feb 26, 2026
Density EstimationLJ13 (test)tabular time series24Feb 26, 2026
Autoencoder trainingAutoencoder (train)tabular time series24Feb 26, 2026
Acceptability ClassificationCoLA out-of-domain (dev test)nlp24Feb 26, 2026
Binary ClassificationMNIST 0 and 1 (test)tabular time series24Feb 26, 2026
Incremental Task Learningsplit-CIFAR100 (test)computer visiontabular time series24Feb 26, 2026
Quadratic Program SolvingQPLIB 15 (test)miscellaneous24Feb 26, 2026
Stroke Lesion SegmentationARCbio medicalcomputer vision24Feb 26, 2026
Aggregate NLP TasksAverage (Emotion, Irony, Stance, MRPC, RTE)nlp24Feb 26, 2026
Recognizing Textual EntailmentRTEnlp24Feb 26, 2026
Paraphrase IdentificationMRPCnlp24Feb 26, 2026