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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 744 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Time Series Classification16 TSC datasets (test)tabular time series33Feb 26, 2026
Graph classificationHIV OGB (test)graph33Feb 26, 2026
Offensive Language IdentificationOLID (test)nlp33Feb 26, 2026
Point Cloud CompletionKITTI (test)3d vision geometry33Feb 26, 2026
Image DenoisingLIVE1 (test)computer vision33Feb 26, 2026
Super-ResolutionSet5 Setting 1 (test)computer vision33Feb 26, 2026
Low-light Image EnhancementVV (test)computer vision33May 4, 2026
Salient Object DetectionSSD (test)computer vision33Feb 26, 2026
Semantic Image SynthesisCelebAMask-HQimage generation editingcomputer vision33Mar 24, 2026
Multivariate Time-series ForecastingECG (test)tabular time series33Feb 26, 2026
Object DetectionPascal VOCcomputer vision33Feb 26, 2026
Image ClassificationMIT67computer vision33Feb 26, 2026
Context-dependent Text-to-SQLCoSQL (dev)nlpretrieval search rag33Mar 9, 2026
Image ClassificationImageNet 1% labels 1.0 (val)computer vision33Feb 26, 2026
Object DetectionMS-COCO 5% labeled protocolcomputer visionObject Detection on MS-COCO 5% labeled protocol performance trend33Feb 26, 2026
Object DetectionMS-COCO 1% labeled protocolcomputer visionObject Detection on MS-COCO 1% labeled protocol performance trend33Feb 26, 2026
Image ClassificationCompCars Web (test)computer vision33Feb 26, 2026
Semantic segmentationToronto-3Dcomputer vision33Apr 21, 2026
Node classificationCLUSTERgraph33Jun 26, 2026
Image ClassificationS-CIFAR-10 Task-ILcomputer vision33Feb 26, 2026
Video AlignmentPenn Actioncomputer visionVideo Alignment on Penn Action performance trend33Feb 26, 2026
Semantic ParsingCFQ MCD3nlp33Feb 26, 2026
Semantic ParsingCFQ (MCD2)nlp33Feb 26, 2026
Semantic ParsingCFQ (MCD1)nlp33Feb 26, 2026
Sequential Question AnsweringSQA (test)nlp33Feb 26, 2026