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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 1028 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Domain GeneralizationVLCScomputer vision27Feb 26, 2026
Robotic ManipulationMeta-Worldrobotics embodied ai27Feb 26, 2026
Mathematical ReasoningCMATH (test)llm chat instructionnlp27Apr 23, 2026
Video GroundingEgo4D-NLQ v1 (test)computer visionmultimodal27Apr 10, 2026
Fine-Grained Image ClassificationStanford Carscomputer vision27Jun 2, 2026
Domain GeneralizationDomainNet Minicomputer vision27Feb 26, 2026
Stance DetectionP-Stancenlp27Jun 11, 2026
Clustering improvementSingle-cell datasetstabular time series27Feb 26, 2026
Robotic Image SegmentationOSDrobotics embodied aicomputer vision27Feb 26, 2026
Image DenoisingSIDD Benchmark official (test)computer vision27Feb 26, 2026
Classical Image Super-ResolutionSet5 2computer vision27Feb 26, 2026
HOI AnticipationVidHOI Oracle modecomputer vision27Jul 7, 2026
Open-Set Test-Time AdaptationImageNet-C (test)computer vision27Apr 3, 2026
Stochastic trajectory predictionZARA1 ETH-UCY (test)robotics embodied aicomputer vision+127Feb 26, 2026
Trajectory PredictionETH (test)robotics embodied aitabular time series27Feb 26, 2026
Comprehensive ExaminationGAOKAO (test)llm chat instructionnlp27Feb 26, 2026
in-hospital mortality predictionMIMIC-IV (test)bio medicaltabular time series27May 14, 2026
Aspect Sentiment ClassificationRestaurant SemEval 2016 (test)nlp27Feb 27, 2026
EDACelebrities-30 EDA (subsampled)llm chat instruction27Feb 26, 2026
EDAThings-30 EDA (subsampled)llm chat instruction27Feb 26, 2026
Person Re-identificationDukeMTMC holistic (test)computer vision27Feb 26, 2026
Image ClassificationHAM10000computer vision27Jun 11, 2026
Image RetrievalImageNetV2retrieval search ragcomputer vision27Feb 26, 2026
Image ClassificationFLUID streaming (test)computer vision27Feb 26, 2026
Neural Architecture SearchNAS-Bench-201 CIFAR-10miscellaneous27Jun 18, 2026