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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 970 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Long-context video understandingLongVideoBench (test)computer visionnlp28Feb 26, 2026
Image ClassificationCIFAR-10Ccomputer vision28May 12, 2026
Binary Change DetectionSYSU, LEVIR-CD+, and WHU-CD (test)computer vision28Feb 26, 2026
Binary Change DetectionLEVIR-CD+computer vision28Feb 26, 2026
Binary Change DetectionSYSU (test)computer vision28Feb 26, 2026
Heart Rate EstimationDaLiAbio medicalcomputer vision28Jun 8, 2026
LocomotionD4RL Hopper-medium-expertrobotics embodied aiLocomotion on D4RL Hopper-medium-expert performance trend28May 19, 2026
Mathematical ReasoningTheoremQA (test)llm chat instructionnlp28Feb 26, 2026
Image-Text MatchingSugar-Crepemultimodalcomputer vision+128Jun 19, 2026
Image ClassificationCIFAR-10 LT (IF=200)computer vision28May 12, 2026
Online Continual LearningCIFAR10 (test)tabular time series28Feb 26, 2026
Online Continual LearningCIFAR10tabular time series28Feb 26, 2026
Action RetrievalNTU-60 (x-view)computer visionnlp28Mar 12, 2026
Action RetrievalNTU-60 (x-sub)computer visionnlp28Mar 12, 2026
Image ClassificationImageNet-1K (val)computer vision28Feb 26, 2026
Class-Incremental LearningCIFARcomputer visiontabular time series28Feb 27, 2026
Multi-agent trajectory simulationWaymo Open Sim Agents Challenge (WOSAC) 2024 (test)robotics embodied aicomputer vision28Jun 19, 2026
Multimodal BenchmarkingMMBenchmultimodal28Jun 9, 2026
Cross-View Geo-LocalizationVIGOR-Graph 1.0 (test)computer vision28Feb 26, 2026
Cross-View Geo-LocalizationSpaGBOL 1.0 (test)computer vision28Feb 26, 2026
Image ClassificationAircraftcomputer vision28Jun 5, 2026
Object DetectionRadiatecomputer vision28Feb 26, 2026
Traffic Signal ControlNew York (DNY)robotics embodied ai28Feb 26, 2026
Time Series ForecastingM3 (test)tabular time series28Apr 1, 2026
Graph Continual LearningCoraFull (test)graph28Feb 26, 2026