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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 506 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Color Image RecoveryPepper color imagecomputer vision42Mar 4, 2026
Color Image RecoveryHouse color imagecomputer vision42Mar 4, 2026
Color Image RecoveryAirplane color imagecomputer vision42Mar 4, 2026
Time Series ForecastingACEAtabular time series42Mar 4, 2026
Time Series ForecastingExchangetabular time series42Mar 4, 2026
Time Series ForecastingBeijingtabular time series42Mar 4, 2026
Time Series ForecastingSolartabular time series42Mar 4, 2026
Instruction FollowingSelf-Instruct (test)llm chat instruction42Mar 5, 2026
Instruction FollowingDolly Eval (test)llm chat instruction42Mar 5, 2026
Multi-objective searchLocal Wiki Searchretrieval search rag42Mar 4, 2026
Adversarial Attack on Neural Contextual BanditsYelpadversarial safety securitytabular time series42Mar 4, 2026
MLLM-as-a-judge evaluationVL RewardBenchllm chat instructionmultimodal42Apr 21, 2026
Image ClassificationCIFAR-10 10% labelcomputer vision42Feb 27, 2026
Fine-grained classificationCarscomputer vision42Jun 8, 2026
Image ClassificationRSNAcomputer vision42Feb 27, 2026
AI-generated text detectionLong-form QA 3K generations corpusnlp42Feb 27, 2026
Image ClassificationCINIC-10 1.0 (10% label)computer vision42Feb 27, 2026
Image ClassificationSVHN 1.0 (10% label)computer vision42Feb 27, 2026
Offline Reinforcement LearningAntmaze Medium play offline (target domain)robotics embodied ai42Feb 26, 2026
Spatial Logical ReasoningSpatiaLQAcomputer visionnlp42Feb 26, 2026
Long-text-to-Image GenerationLongText-Benchimage generation editingnlp42Jun 23, 2026
Trajectory PlanningNAVSIM v1 (test)robotics embodied ai3d vision geometry42Jul 2, 2026
Dynamic Graph Anomaly DetectionWikipedia S2graphtabular time series42Feb 26, 2026
Dynamic Graph Anomaly DetectionMOOC S2graphtabular time series42Feb 26, 2026
Blind Image Quality AssessmentLIVEcomputer vision42May 19, 2026