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Benchmarks

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

309,131 benchmarksPage 621 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Boundary DetectionBSDS500computer vision37Feb 26, 2026
Trajectory PredictionUNIV v1.0 (test)robotics embodied aitabular time series37Feb 26, 2026
Digit ClassificationSVHN → MNIST target (test)computer vision37Feb 27, 2026
Machine TranslationWMT Ro-En '16nlp37Apr 8, 2026
Sentiment ClassificationSST (test)nlp37Feb 26, 2026
Node ClassificationCiteSeer (fixed split)graph37Mar 31, 2026
Node ClassificationPubMed (random)graph37Feb 26, 2026
Image GenerationSVHNimage generation editing37Apr 28, 2026
Shadow DetectionISTD (test)computer vision37May 13, 2026
AMR GenerationLDC2015E86 (test)nlp37Feb 26, 2026
Image ClassificationImageCLEF-DAcomputer vision37Feb 26, 2026
Face VerificationIJB-A (test)computer vision37Feb 26, 2026
Group Activity RecognitionCollective Activity (test)computer vision37Feb 26, 2026
Group activity recognitionVolleyball dataset (test)computer vision37Feb 26, 2026
Optical FlowSintel clean (test)computer vision37Jun 30, 2026
Facial Landmark Detection300-W Common Subsetcomputer vision37Feb 26, 2026
Word AlignmentEnglish-French (test)nlp37Feb 26, 2026
Machine ComprehensionCBT-CN (val)nlp37Feb 26, 2026
Machine ComprehensionCBT-NE (val)nlp37Feb 26, 2026
Sentiment ClassificationYelp Polarity (test)nlpSentiment Classification on Yelp Polarity (test) performance trend37Feb 26, 2026
Super-ResolutionSet14computer vision37Feb 26, 2026
Molecular OptimizationPractical Molecular Optimization (PMO)bio medical37Mar 4, 2026
Binary classification (ASD vs. HC)ABIDE (test)bio medicaltabular time series37Mar 23, 2026
RegressionMoleculeNet Lipophilicity (test)tabular time series37May 21, 2026
RegressionEnergy UCI (test)tabular time series37Apr 30, 2026