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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 1755 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multiple-Choice Question AnsweringQuALITYnlp19Apr 28, 2026
Traffic Sign RecognitionGTSRBcomputer vision19Apr 1, 2026
Video Object SegmentationDAVIS 17 (test)computer vision19Feb 26, 2026
Video Question AnsweringVideo-MME Overall 1.0multimodalcomputer vision19Feb 26, 2026
Survival AnalysisTCGA UCEC (test)tabular time series19Apr 28, 2026
OOD DetectionOpenOOD Far-OOD 1.0computer visiontabular time series19Mar 4, 2026
Link PredictionPhoto (test)graph19Feb 26, 2026
View SynthesisRedwood-3dscan (test)3d vision geometry19Feb 26, 2026
Emotion RecognitionRAVDESS 7-classspeech audiocomputer vision+119Feb 26, 2026
Time-series forecastingSolartabular time series19Feb 26, 2026
Time-series forecastingPems-baytabular time series19Feb 26, 2026
Zero-shot Downstream AccuracyDownstream Suite Zero-shot (BoolQ, HellaSwag, PIQA, RACE, WinoGrande)nlp19Feb 26, 2026
Inference EfficiencyModel Profilingmiscellaneous19Feb 26, 2026
Semantic SegmentationVKITTI2 -> Cityscapes 8 classescomputer vision19Mar 10, 2026
WSI ClassificationCAMELYON16 binary (test)bio medicalcomputer vision19Feb 26, 2026
WSI ClassificationTCGA-RENAL (test)bio medicalcomputer vision19Feb 26, 2026
Aggregate Multimodal EvaluationAverage 8 Benchmarksmultimodal19Feb 26, 2026
Moment RetrievalQVHighlights v1 (test)computer visionnlp19Feb 26, 2026
Video DerainingVRDScomputer vision19Feb 26, 2026
Brain CaptioningNatural Scenes Dataset (NSD) (test)computer visionnlp19Feb 26, 2026
Safety EvaluationJailbreakLLMs Orig.adversarial safety security19Feb 26, 2026
Safety EvaluationVLSafe Orig.adversarial safety security19Feb 26, 2026
Monocular 3D Object DetectionKITTI 3D (test)3d vision geometrycomputer vision19Feb 26, 2026
Graph property regressionPCQM4M (val)graph19Feb 26, 2026
Graph-level classificationMolHIV (test)graph19Feb 26, 2026