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Benchmarks

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

309,131 benchmarksPage 565 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Action RecognitionKinetics-Gameplay (test)computer vision40Feb 26, 2026
Super-ResolutionBSDS100 4xcomputer vision40Mar 13, 2026
Video Object DetectionUA-DETRAC (test)computer vision40Feb 26, 2026
Matrix CompletionMovieLens-1M (test)tabular time series40Jun 4, 2026
Image ClassificationMNIST-scale (test)computer vision40Feb 26, 2026
Action RecognitionSkeleton-Kinetics (test)computer vision40Feb 26, 2026
SummarizationNewsroom (test)nlp40Feb 26, 2026
Density EstimationCIFAR-10tabular time seriesDensity Estimation on CIFAR-10 performance trend40Feb 26, 2026
Natural Language InferenceWNLInlp40Feb 26, 2026
Pedestrian Attribute RecognitionPA-100K (test)computer visionPedestrian Attribute Recognition on PA-100K (test) performance trend40Jun 23, 2026
Short-term motion predictionHuman 3.6M short-term motion prediction (test)computer visionrobotics embodied ai40Feb 26, 2026
Multivariate Time Series ForecastingTraffictabular time series40Feb 26, 2026
Named Entity RecognitionNCBI-disease (test)nlp40Feb 26, 2026
RGBT TrackingVOT-RGBT 2019computer vision40Feb 26, 2026
Entity AlignmentDBP JA-EN 15Kgraph40Feb 26, 2026
Incremental LearningImageNet-1000computer visiontabular time series40Feb 26, 2026
Named Entity RecognitionCoNLL 2003 (dev)nlp40Feb 26, 2026
Visual Question AnsweringTextVQA v1.0 (test)multimodalcomputer vision+140Apr 10, 2026
Fine-grained 5-way classificationStanford Carscomputer vision40Apr 21, 2026
Action RecognitionHMDB51 1 (test)computer vision40Feb 26, 2026
Stereo MatchingScene Flow3d vision geometrycomputer vision40Feb 26, 2026
Instance SegmentationS3DIS (6-fold CV)computer visionInstance Segmentation on S3DIS (6-fold CV) performance trend40Feb 27, 2026
Model CalibrationSVHNtabular time series40Feb 26, 2026
Machine TranslationWMT De-En 14nlp40May 12, 2026
Image ClassificationRotated-MNISTcomputer visionImage Classification on Rotated-MNIST (Rotation Robustness) performance trend40Feb 26, 2026