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Benchmarks

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

309,131 benchmarksPage 1026 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Offline Reinforcement LearningD4RL Locomotion Suiterobotics embodied ai27Jun 2, 2026
Accuracy Estimationliving-17computer vision27Jun 5, 2026
Accuracy EstimationEntity-30computer vision27Feb 26, 2026
Accuracy EstimationEntity-13computer vision27Feb 26, 2026
Accuracy EstimationDomainNetcomputer vision27Feb 26, 2026
Accuracy EstimationOffice-Homecomputer vision27Feb 26, 2026
Accuracy EstimationImageNetcomputer vision27Feb 26, 2026
Accuracy EstimationTinyImageNetcomputer vision27Feb 26, 2026
Accuracy EstimationCIFAR-100computer vision27Feb 26, 2026
Accuracy EstimationCIFAR-10computer vision27Feb 26, 2026
Classificationelectricitycomputer visionnlp+327May 14, 2026
Visual Place RecognitionSVOX Snowcomputer vision27Mar 10, 2026
Visual Place RecognitionSVOX Overcastcomputer vision27Mar 10, 2026
Knowledge Base Question AnsweringGrailQAbility answerable 1.0 (test)nlpretrieval search rag27Feb 26, 2026
Image ClassificationPetscomputer vision27May 8, 2026
Image ClassificationImageNetcomputer vision27Feb 26, 2026
Knowledge Graph Question AnsweringGrailQA (test)graphnlp27Jun 4, 2026
Image ClassificationCIFAR-100 (test)computer vision27Feb 26, 2026
Membership InferenceMS-COCOadversarial safety security27Jul 7, 2026
Image ClassificationCINIC-10 under sudden drift and Dir(0.1) 1.0 (test)computer vision27Feb 26, 2026
3D Object ClassificationModelNet40 v1.0 (test)3d vision geometrycomputer vision27Feb 26, 2026
Image RestorationDrealSR (test)computer vision27Feb 26, 2026
Metric Depth EstimationKITTI in-domain (test)3d vision geometry27Feb 26, 2026
Image ClassificationImageNet 40 classescomputer vision27Feb 26, 2026
Infrared Small Target DetectionNUDT-SIRST (test)computer vision27Feb 26, 2026