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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 1674 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Knowledge Graph PredictionJerichoWorld 1.0 (val test)graph20Feb 26, 2026
Named Entity RecognitionCNEC 1.1nlp20Feb 26, 2026
OOD DetectionCIFAR-10 IND ImageNet R OODcomputer visiontabular time series20Feb 26, 2026
Anomaly DetectionFishyscapes Static (val)tabular time series20Feb 26, 2026
3D Human Pose Estimation3DOH (test)3d vision geometrycomputer vision20Feb 26, 2026
Color JPEG Image RestorationLIVE1 (test)computer vision20Feb 26, 2026
Strategy Game Competition7-player No-Press Diplomacy 1-vs-6 configurationrobotics embodied ai20Feb 26, 2026
ClusteringFacetabular time series20Jun 5, 2026
Video Quality AssessmentLIVE-YT-HFR (test)computer vision20Feb 26, 2026
Fill-In-The-BlankPolyvore Disjoint (test)nlp20Feb 26, 2026
Object DetectionPascal VOC Overall Average 2007 (test)computer vision20Feb 26, 2026
Anomaly DetectionMastcamtabular time series20Feb 26, 2026
Image ClassificationMURAcomputer vision20Feb 26, 2026
Code GenerationAPPS Competitioncode developer ai20Mar 4, 2026
Unsupervised Image SegmentationPotsdamcomputer vision20Feb 26, 2026
Unsupervised Image SegmentationPotsdam-3computer vision20Feb 26, 2026
SegmentationLD-KITS (test)computer vision20Feb 26, 2026
SegmentationLD-LiTS (test)computer vision20Feb 26, 2026
Text ClassificationTNEWS CLUE (dev)nlp20Feb 26, 2026
Image ClassificationCIFAR100 original (test)computer vision20Feb 26, 2026
Image ClassificationCIFAR-10 epsilon=8/255 1.0 (test)computer vision20Feb 26, 2026
Anomaly DetectionWADI (test)tabular time series20May 18, 2026
Text SimplificationNewsela auto (test)nlp20Feb 26, 2026
Document ClassificationHoC (test)nlp20Feb 26, 2026
InterpolationPhysioNet (test)tabular time series20Feb 26, 2026