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Benchmarks

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

309,131 benchmarksPage 1974 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Action RecognitionUCF101 half classes (test)computer vision18Feb 26, 2026
Text GenerationWebNLG seen categories (test)nlp18Feb 26, 2026
Graph-to-text generationWebNLG (test)graphnlp18Feb 27, 2026
2-way 5-shot classificationCelebA attributes (downstream)tabular time series18Feb 26, 2026
RegressionQM9tabular time series18May 12, 2026
Full-image colorizationCOCO-Stuff (val)computer vision18Feb 26, 2026
Inter-Turn Relation PredictionCMV QR datanlp18Feb 26, 2026
Phrase GroundingFlickr30k (test)computer visionnlp18Feb 26, 2026
Document ClassificationTobacco small-3482nlp18Feb 26, 2026
MRI ReconstructionfastMRI Brain (test)bio medicalcomputer vision18Jun 1, 2026
Extractive SummarizationCNN/DM (test)nlp18Feb 26, 2026
Video Object DetectionUAVDT (test)computer vision18Feb 26, 2026
Cuboid AutolabelingKITTI Easy3d vision geometry18Feb 26, 2026
Few-shot classificationTraffic Signs Meta-Dataset 1.0 (test)computer visionnlp+118Feb 26, 2026
Lip-readingGRID (test)speech audiocomputer vision18Feb 26, 2026
Face Anti-SpoofingMSU-MFSDcomputer vision18Mar 4, 2026
Face Anti-SpoofingCASIA-MFSDcomputer vision18Mar 4, 2026
Fine-grained classificationAircraft 1.0 (test)computer vision18Feb 26, 2026
Object Pose EstimationLINEMOD (test)computer vision18Feb 26, 2026
Talking Face GenerationLRS2 (test)video generation editingcomputer vision18Feb 26, 2026
Graph Similarity SearchAIDS (test)graph18Feb 26, 2026
Scene RecognitionMIT Indoor 67computer vision18Feb 26, 2026
Map extractionSingapore regions (test)computer vision18Feb 26, 2026
Map extractionShanghai regions (test)computer vision18Feb 26, 2026
Map extractionPorto regions (test)computer vision18Feb 26, 2026