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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 425 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Commonsense ReasoningHellaSwagnlp47Apr 10, 2026
Test-Time AdaptationImageNet-C level 5 (5k)computer visiontabular time series47Jun 2, 2026
Sentiment AnalysisSST2nlp47May 6, 2026
Object ClassificationScanObjectNN PB-T50-RScomputer vision47Jul 8, 2026
Anomaly DetectionMVTec 3D-ADtabular time series47Mar 10, 2026
Common-sense ReasoningCommon-sense Reasoning Averagenlp47Jul 2, 2026
Single-HopLoCoMonlp47May 14, 2026
Medical Image ClassificationOCTMNISTbio medicalcomputer visionMedical Image Classification on OCTMNIST performance trend47May 27, 2026
Offline Reinforcement LearningD4RL MuJoCo walker2d-medium-expertrobotics embodied ai47Jun 11, 2026
Offline Reinforcement LearningD4RL MuJoCo hopper-medium-expertrobotics embodied ai47Jun 11, 2026
Offline Reinforcement LearningD4RL MuJoCo halfcheetah-medium-replayrobotics embodied ai47Jun 11, 2026
Classificationbloodcomputer visionnlp+347Jun 11, 2026
Language Model Pre-trainingC4 Llama 2 pre-training (val)nlp47Feb 26, 2026
Multi-task Knowledge UnderstandingMMLU-Pronlpllm chat instruction47Jun 25, 2026
Language Model EvaluationOpen LLM Leaderboard v2 (test)llm chat instructionnlp47May 12, 2026
Temporal Video GroundingCharades-STAcomputer visionnlp47Apr 10, 2026
TemporalLoCoMocomputer vision47May 14, 2026
Temporal Knowledge Graph ForecastingICEWS 18graphtabular time series47Apr 8, 2026
ClassificationFashion MNISTcomputer visionnlp+347May 6, 2026
Keyword SpottingSHD (test)speech audio47Feb 26, 2026
Language ModelingOpenWebText (OWT) (val)nlp47Jul 3, 2026
Robotic ManipulationRobomimic Liftrobotics embodied ai47Jun 24, 2026
Natural Language UnderstandingGLUE (test)nlp47Jun 2, 2026
Image ClassificationSVHNcomputer vision47May 12, 2026
Reinforcement LearningHalfcheetah v5robotics embodied ai47May 1, 2026