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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 1628 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Medical SegmentationKiTSbio medicalcomputer vision20Jun 1, 2026
Novel View SynthesisDeblur-NeRF Real-Scene 1.0 (test)3d vision geometry20Feb 26, 2026
World modelingWorldPrediction-WMrobotics embodied aiagents tool use20Feb 26, 2026
Privacy Attribute RecognitionVPHMDBcomputer visionadversarial safety security20Mar 30, 2026
Image ClassificationFlowers102computer vision20Apr 7, 2026
Video Question AnsweringLongVideoBench KFS-Bench (full set)multimodalcomputer vision20Feb 26, 2026
Video Question AnsweringVideoMME KFS-Bench full setmultimodalcomputer vision20Feb 26, 2026
Image ImmunizationStableDiffusion 1.4 (test)image generation editing20Feb 26, 2026
Video Temporal GroundingQVHighlights TimeLenscomputer visionnlp20May 22, 2026
Human Preference AlignmentPickScorellm chat instruction20May 11, 2026
Face Template Inversion AttackAge-DBadversarial safety security20Feb 26, 2026
Face Template Inversion AttackCelebA-HQadversarial safety security20Feb 26, 2026
Optical Character RecognitionOCRcomputer vision20Apr 21, 2026
Object DetectionMRTMD native 4K (test)computer vision20Feb 26, 2026
Fine-grained classificationFine-grained classification datasets Average of Caltech101, Pets, Cars, Flower102, Aircraft, DTD, EuroSAT, UCF101 (test)computer vision20May 20, 2026
Task planningMomaGraph-Bench Overall 1.0agents tool use20Feb 26, 2026
Task planningMomaGraph-Bench Tier 4 1.0agents tool use20Feb 26, 2026
Task planningMomaGraph-Bench 1.0 (Tier 3)agents tool use20Feb 26, 2026
Task planningMomaGraph-Bench Tier 2 1.0agents tool use20Feb 26, 2026
Task planningMomaGraph-Bench 1.0 (Tier 1)agents tool use20Feb 26, 2026
Monocular Depth EstimationKITTI3d vision geometrycomputer vision20Feb 26, 2026
Multi-image reasoningOmniContextmultimodalcomputer vision+120Feb 26, 2026
Novel View SynthesisACID zero-shot3d vision geometry20Mar 27, 2026
Drone-view geo-localizationSUES-200 Drone→Satellite 300m altitude 1.0 (test)computer vision20Feb 26, 2026
Drone-view geo-localizationSUES-200 Drone→Satellite, 200m altitude 1.0 (test)computer vision20Feb 26, 2026