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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 921 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D human shape and pose estimationMPI-INF-3DHP3d vision geometrycomputer vision29Feb 26, 2026
Next frame predictionCalTech Pedestrian transfer from KITTI (test)computer vision29Feb 26, 2026
Optical Flow EstimationMPI Sintel Final Passcomputer vision29Feb 26, 2026
Image DehazingHazeRDcomputer vision29Feb 26, 2026
Semantic CorrespondencePF-PASCALcomputer vision29Feb 26, 2026
Graph Classification20NEWS (test)graph29Feb 26, 2026
Logical Query AnsweringFB15k-237graph29Feb 26, 2026
Lossless Image CompressionDIV2Kcomputer vision29Mar 31, 2026
Action recognitionN-UCLA (test)computer vision29Feb 26, 2026
Node ClassificationPPIgraph29Feb 26, 2026
Named Entity RecognitionMSRAnlp29Feb 26, 2026
RecommendationMovieLens 20Mtabular time series29Mar 31, 2026
Image ClassificationBirdcomputer vision29Feb 26, 2026
StarCraft AIAIIDE StarCraft AI competition without IO sync 2017robotics embodied ai29Feb 26, 2026
Video Quality AssessmentCVD 2014computer vision29Feb 26, 2026
Word Sense DisambiguationSemEval Task 7 (S7-T7) 2007 (test)nlp29Feb 26, 2026
Grammar InductionPTB English (test)nlp29Feb 26, 2026
Phrase LocalizationVisualGenome (VG) (test)computer visionnlp29Feb 26, 2026
Node-level classificationBrazilgraph29Jun 9, 2026
Aspect term-polarity pair extractionSemEval Restaurant (SR) (test)nlp29Feb 26, 2026
Traffic Speed ForecastingMETR-LA 30 min (test)tabular time series29Jun 12, 2026
Speech SeparationWSJ0-3mix (test)speech audioSpeech Separation on WSJ0-3mix (test) performance trend29Feb 26, 2026
Action Quality AssessmentAQA-7 (test)computer visionAction Quality Assessment on AQA-7 (test) performance trend29Feb 26, 2026
Action RecognitionEPIC-Kitchens s1 (seen) v1 (test)computer vision29Feb 26, 2026
Online Action DetectionHDDcomputer vision29Feb 26, 2026