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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1944 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Zero-shot Video RecognitionUCF, HMDB, and Kinetics-600 Zero-shotcomputer vision18Feb 26, 2026
Concept AttributionBrodencomputer visionnlp18Feb 26, 2026
Radiology Report GenerationAbdomen (test)computer visionnlp+118Feb 26, 2026
Time Series ForecastingUSHCN (test)tabular time series18Jul 3, 2026
Infrared Small Target DetectionSIRSTcomputer vision18Jul 7, 2026
Frame-level Deepfake DetectionCeleb-DFcomputer vision18Feb 26, 2026
Semantic Entity RecognitionCORD (test)nlp18Feb 26, 2026
Multi-Agent Reinforcement LearningSMAC Avg. v1robotics embodied ai18Feb 26, 2026
Multi-Agent Reinforcement LearningSMAC 6h* v1robotics embodied ai18Feb 26, 2026
Multi-Agent Reinforcement LearningSMAC 3s5z v1robotics embodied ai18Feb 26, 2026
Multi-Agent Reinforcement LearningSMAC 2s3z v1robotics embodied ai18Feb 26, 2026
Multi-Agent Reinforcement LearningSMAC 3m v1robotics embodied ai18Feb 26, 2026
Node Classificationogbn-arXiv (train val test)graph18Feb 26, 2026
Node ClassificationDBLP (train val test)graph18Feb 26, 2026
Node ClassificationCoraFull (train val test)graph18Feb 26, 2026
Energy and Force PredictionMD17bio medical18Jun 4, 2026
Continuous ControlMuJoCo Reacher v4robotics embodied ai18Feb 26, 2026
Continuous ControlMuJoCo Pusher v4robotics embodied ai18Feb 26, 2026
Continuous ControlMuJoCo HumanoidStandup v4robotics embodied ai18Feb 26, 2026
Continuous ControlMuJoCo Humanoid v4robotics embodied ai18Feb 26, 2026
Reinforcement LearningMuJoCo Swimmer v4robotics embodied ai18Feb 26, 2026
Offline Reinforcement LearningMuJoCo walker2d medium-expert D4RLrobotics embodied ai18Feb 26, 2026
Offline Reinforcement LearningMuJoCo halfcheetah-medium-expert D4RLrobotics embodied ai18Feb 26, 2026
Image Manipulation LocalizationCocoGlide (test)computer vision18Feb 26, 2026
Reading ComprehensionRace Mnlp18Feb 26, 2026