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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 1265 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Entity TypingWiki-ETnlp24Feb 26, 2026
Theory of Mind reasoningBigTOM (All)nlp24Feb 26, 2026
3D Surface ReconstructionShapeNet 12 (test)3d vision geometry24Feb 26, 2026
Graph Classificationmsrc-21 (test)graph24Feb 26, 2026
Graph Classificationimdb-binary (test)graph24Feb 26, 2026
Offline Reinforcement LearningD4RL MuJoCo Halfcheetah-mr v2 (medium-replay)robotics embodied ai24Feb 26, 2026
RegressionSynthetic Sawtooth (Out-of-input-distribution)tabular time series24Feb 26, 2026
Novel View SynthesisGoogle Scanned Objects (GSO) (test)3d vision geometry24Apr 16, 2026
Multiple Choice Question AnsweringMMLU Medical and Biological Sub-tasksnlp24Feb 26, 2026
OOD DetectionPASCAL-VOC In-distribution MS-COCO Out-of-distribution original (test)computer visiontabular time series24Jun 23, 2026
Hyperparameter OptimizationPD1 WMT (val)miscellaneous24Feb 26, 2026
Hyperparameter OptimizationPD1-LM1B (val)miscellaneous24Feb 26, 2026
Hyperparameter OptimizationImageNet PD1 (val)miscellaneous24Feb 26, 2026
Hyperparameter OptimizationCifar100 PD1 (val)miscellaneous24Feb 26, 2026
Paraphrase DetectionPAWSnlp24Feb 27, 2026
Untargeted Adversarial AttackImageNet-compatibleadversarial safety security24Feb 26, 2026
Human Activity RecognitionACIDScomputer vision24Feb 26, 2026
Human Activity RecognitionMODcomputer vision24Feb 26, 2026
Speed ClassificationMODcomputer vision24Feb 26, 2026
Distance ClassificationMODcomputer vision24Feb 26, 2026
Sequential RecommendationAmazon Toys and Gamestabular time series24Apr 1, 2026
Continual Reinforcement LearningDMC6 (Continual)robotics embodied ai24Feb 26, 2026
Neuron Explanation AnalysisADE20Kcomputer vision3d vision geometry24Feb 26, 2026
Compositional ExplanationImageNetcomputer visionnlp24Feb 26, 2026
Classification15 Downstream Datasetscomputer visionnlp+324Feb 26, 2026