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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 1775 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR-10 60% symmetric noise (test)computer vision19Feb 26, 2026
Image ClassificationCIFAR-10 40% symmetric noise (test)computer vision19Feb 26, 2026
Video ClassificationMoments in Time v1 (val)computer vision19Feb 26, 2026
Camouflaged Object SegmentationCHAMELEON 76 images (test)computer vision19Feb 26, 2026
Text-Image RetrievalFashion-Genmultimodalretrieval search rag19Apr 30, 2026
Object DetectionMS-COCO (48/17)computer vision19Feb 27, 2026
Semantic SegmentationGTAV (val)computer vision19Feb 26, 2026
3D Object DetectionKITTI Cars (IoU3D ≥ 0.7) (test)3d vision geometrycomputer vision19Feb 26, 2026
Monocular Depth EstimationDIW3d vision geometrycomputer vision19Feb 26, 2026
Action Segmentation50Salads mid granularitycomputer vision19Feb 27, 2026
Text-to-Image GenerationMulti-modal CelebA-HQimage generation editing19Feb 26, 2026
Image DerainingRain800 Test100 (test)computer vision19Feb 26, 2026
Node ClassificationPubmed v1 (test)graph19Feb 26, 2026
Panoptic SegmentationSYNTHIA to Cityscapescomputer vision19Feb 26, 2026
Continual LearningSplit-MNISTmiscellaneous19Feb 26, 2026
Relation ExtractionCDR (dev)nlp19Feb 26, 2026
Temporal Action Localization (Verb)EPIC-Kitchens 100 (val)computer visionTemporal Action Localization (Verb) on EPIC-Kitchens 100 (val) performance trend19Feb 26, 2026
Trajectory ForecastingTrajNet++ real world Type III (test)computer visionrobotics embodied ai+119Feb 26, 2026
Anomaly DetectionCIFAR-10-Ctabular time series19Feb 26, 2026
ClassificationCIFAR-10 10% IDN (test)computer visionnlp+319Feb 26, 2026
Object DetectionMS-COCO 10% labeled protocolcomputer vision19Feb 26, 2026
Generalized Zero-Shot Retrieval (Text-to-Audio)AudioSet ZSL (test)retrieval search ragspeech audio+119Feb 26, 2026
Node classificationACM (20% train)graph19Apr 20, 2026
Image ClassificationPASCAL VOC 2007computer vision19Feb 26, 2026
Named Entity RecognitionCoNLL NER (test)nlp19Feb 26, 2026