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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 741 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Audio RetrievalClothospeech audioretrieval search rag33May 19, 2026
Image ClassificationImageNet 1K (val)computer vision33Feb 26, 2026
Scene Text RecognitionICDAR 2013computer vision33Jun 2, 2026
Scene Text RecognitionSVT 647 imagescomputer vision33Feb 26, 2026
Knowledge Base Question AnsweringGrailQA v1.0 (test)nlpretrieval search rag33Feb 26, 2026
Object DetectionClipart (test)computer vision33Mar 24, 2026
Code GenerationMBPP v1 (test)code developer ai33May 13, 2026
Text-to-Video RetrievalSS label v2multimodalretrieval search rag33Apr 7, 2026
Few-shot Image ClassificationStanfordCarscomputer visionFew-shot Image Classification on StanfordCars performance trend33Jun 5, 2026
5-way Few-shot Classificationtiered-ImageNet (test)computer visionnlp+133Feb 26, 2026
Trajectory PredictionNFL Football Dataset (NFL) 2017robotics embodied aitabular time series33Feb 26, 2026
Image ClassificationCIFAR-10computer vision33Mar 10, 2026
Image ReconstructionMS-COCO 2017 (val)computer visionImage Reconstruction on MS-COCO 2017 (val) performance trend33Jun 1, 2026
Link PredictionPCQM-Contact LRGB (test)graph33Feb 26, 2026
Node ClassificationCOCO-SP LRGB (test)graph33Apr 7, 2026
Grasp DetectionGraspNet-1Billion RealSense Novelcomputer visionrobotics embodied ai33Mar 18, 2026
Grasp DetectionGraspNet-1Billion RealSense Similarcomputer visionrobotics embodied ai33Mar 18, 2026
Grasp DetectionGraspNet-1Billion RealSense (Seen)computer visionrobotics embodied ai33Mar 18, 2026
Text RecognitionChinese text recognition benchmarkcomputer vision33Feb 26, 2026
Instance SegmentationMS COCO 2014 (val)computer vision33Feb 26, 2026
Offline Reinforcement LearningD4RL walker2d full-replay v2robotics embodied ai33Jun 2, 2026
Offline Reinforcement LearningD4RL hopper-full-replay v2robotics embodied ai33Jun 2, 2026
Optimal Auction DesignMulti-setting Auction mixture of 2x3 to 3x7 settings (test)miscellaneous33Feb 26, 2026
Toxicity EvaluationRealToxicityPromptsadversarial safety securitynlp33Jun 4, 2026
Numerical Question AnsweringFinQA (test)nlptabular time series33Feb 27, 2026