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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1337 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Vehicle Re-identificationVERI-Wild (Small)computer vision23Feb 26, 2026
Image ClassificationImageNet 10% label fractioncomputer vision23Feb 26, 2026
Unsupervised Domain AdaptationDomainNet mini (test)computer visiontabular time series23Feb 26, 2026
5-way 1-shot classificationOmniglotcomputer vision23Feb 26, 2026
5-way classificationCIFAR-FScomputer vision23Feb 26, 2026
Person Re-IdentificationPRIDcomputer vision23Feb 26, 2026
3D Pose EstimationMuPoTS-3D Matched (test)3d vision geometrycomputer vision23Feb 26, 2026
Document ClassificationTobacco-3482nlp23Feb 26, 2026
3D Human ReconstructionBUFF (test)3d vision geometry23Feb 26, 2026
NL-to-code generationCoNaLa (test)code developer ainlp23Feb 26, 2026
Image GenerationFFHQ 1024x1024 (train)image generation editing23Feb 26, 2026
Graph ClassificationCORA (test)graph23May 19, 2026
Image DenoisingBSD68 colorcomputer vision23Feb 26, 2026
Link PredictionFB15k-237 v1 (test)graph23Feb 26, 2026
Object DetectionPascal VOC (test)computer vision23Jun 30, 2026
Reinforcement LearningAtari Breakoutrobotics embodied ai23Apr 6, 2026
Node ClassificationWikigraph23Feb 26, 2026
Image ClassificationCIFAR-100 (val)computer vision23Feb 27, 2026
Language ModelEnwiki8nlp23Feb 26, 2026
Keyword SpottingGoogle Speech Commandsspeech audio23Feb 26, 2026
Visual OdometryKITTI Odometry raw (Sequence 10)computer vision3d vision geometry23May 28, 2026
Node ClassificationCiteSeer (3.6% public)graph23Feb 26, 2026
Node ClassificationCora (5.2% public)graph23Feb 26, 2026
Graph ClassificationREDDIT-5K (test)graph23Feb 26, 2026
AMR ParsingAMR 1.0 LDC2014T12 (test)nlp23Feb 26, 2026