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Benchmarks

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

309,131 benchmarksPage 1969 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Slot Filling and Intent DetectionPROSLU (test)nlp18Feb 26, 2026
Multivariate Time Series ForecastingTraffic full (test)tabular time series18Feb 26, 2026
Video RecommendationMovieLens 10M (item cold-start)nlp18Feb 26, 2026
Video RecommendationMovieLens item warm-start 10Mnlp18Feb 26, 2026
Video RecommendationMovieLens-10M item warm-start scenarionlp18Feb 26, 2026
Recommender SystemsMovieLens item 10M (cold-start)tabular time series18Feb 26, 2026
RGB-D Saliency DetectionDUT (test)computer vision18Feb 26, 2026
Gesture RecognitionChalearn IsoGDcomputer vision18Feb 26, 2026
Lossless Image CompressionCLIC pcomputer vision18Mar 4, 2026
Information RetrievalMS MARCO in-domainretrieval search rag18Feb 26, 2026
Ordinal Regression (Level 0 vs 1, 2, 3)EdemaSeveritytabular time series18Feb 26, 2026
RankingDaReCzech 1.0 (test)retrieval search rag18Feb 26, 2026
Image ClassificationImageNet-100-LT (test)computer vision18Feb 26, 2026
Image Reflection RemovalNaturecomputer vision18Feb 26, 2026
Image ClassificationImageNet-16 NAS-Bench-201 (test)computer vision18Feb 26, 2026
Machine Reading ComprehensionCMRC Simplified Chinese 2018 (dev)nlp18Feb 26, 2026
Semantic SegmentationCamVid 12 classes (test)computer vision18Feb 26, 2026
Semantic SegmentationCamVid 12 classes (val)computer vision18Feb 26, 2026
Adversarial RobustnessImageNet 1k (val)adversarial safety securitycomputer vision18Feb 26, 2026
Image GenerationImageNet 31 (train)image generation editing18Feb 26, 2026
Image GenerationAFHQ Catimage generation editing18Feb 26, 2026
PvN classificationBinarized CIFARcomputer visionnlp+118Feb 26, 2026
3D Scene FlowKitti (test)3d vision geometry18Feb 26, 2026
Node ClassificationACTIVSg500graph18Feb 26, 2026
Node ClassificationACTIVSg200graph18Feb 26, 2026