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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 1099 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Articulated 6D Pose EstimationArtImagecomputer vision3d vision geometry25Jun 23, 2026
ClassificationTwo-dimensional normal data with mislabeled points n=1000 observations per class (test)computer visionnlp+325Jun 23, 2026
ClassificationTwo-dimensional normal data with mislabeled points n=500 observations per class (test)computer visionnlp+325Jun 23, 2026
ClassificationTwo-dimensional normal data with mislabeled points n=250 observations per class (test)computer visionnlp+325Jun 23, 2026
Factuality EvaluationAITutor-EvalKit (test)llm chat instructionnlp25Jun 23, 2026
Machine TranslationWMT document-level En→Ja 24 (test)nlp25Jun 23, 2026
Machine TranslationWMT Ja→En 21 (test)nlp25Jun 23, 2026
Novel View SynthesisLLFF (3 views)3d vision geometry25Jul 7, 2026
Image goal navigationKingdomrobotics embodied aicomputer vision25Jun 23, 2026
Video Generation EvaluationVBenchvideo generation editing25Jun 19, 2026
Single Object TrackingR8LUT (test)computer vision25Jun 19, 2026
Binary ClassificationIBD Cohort Clinical label ground truthtabular time series25Jun 18, 2026
Top-5 RankingClinical IBD Clinical Ground Truth Mode 2 (10-patient pilot)bio medicaltabular time series25Jun 18, 2026
Dysarthric Speech Naturalness AssessmentSAP (Speech Accessibility Project)speech audio25Jun 18, 2026
Dysarthric Speech Intelligibility AssessmentSAP (Speech Accessibility Project)speech audio25Jun 18, 2026
Source-target TransferECLeKTicnlp25Jun 18, 2026
Text GenerationMath-500nlp25Jun 18, 2026
Cybersecurity Incident Response120-event corpus seed 42adversarial safety security25Jun 18, 2026
Web NavigationWebWalker Hardagents tool userobotics embodied ai25Jun 17, 2026
Web NavigationWebWalker Mediumagents tool userobotics embodied ai25Jun 17, 2026
Web NavigationWebWalker Easyagents tool userobotics embodied ai25Jun 17, 2026
Plot Beat PredictionPlot-Beat Serialized-Fiction (held-out)nlp25Jun 17, 2026
Image ReconstructionShepp-Logan phantom Random samplingcomputer vision25Jun 17, 2026
Image ReconstructionShepp-Logan phantom Cartesian samplingcomputer vision25Jun 17, 2026
Image ReconstructionShepp-Logan phantom P-Radial samplingcomputer vision25Jun 17, 2026