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Benchmarks

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

309,131 benchmarksPage 1916 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image RetrievalCars196 Ext. Real to Watercolorretrieval search ragcomputer vision18Feb 26, 2026
Image RetrievalCars196 Real to Oil-painting Ext.retrieval search ragcomputer vision18Feb 26, 2026
Image RetrievalCUB-200 Ext. Real to Watercolor 2011retrieval search ragcomputer vision18Feb 26, 2026
Image RetrievalCUB-200-2011 Ext. Real to Oil-paintingretrieval search ragcomputer vision18Feb 26, 2026
Burn scar mappingFLOGA (test)computer vision18Feb 26, 2026
Privacy ClassificationVISPR (test)adversarial safety security18Jun 25, 2026
Survival PredictionNSCLC natural missingness patterns (5-fold CV)bio medicaltabular time series18Feb 26, 2026
Surface Normal EstimationNYUD clean and adverse conditions v2 v1 (unseen)3d vision geometry18Feb 26, 2026
3D Graphic EditingBlenderGym3d vision geometryimage generation editing18Feb 26, 2026
Image ClassificationUSPScomputer vision18Jun 5, 2026
Robot ManipulationAdroitrobotics embodied ai18Feb 26, 2026
CAFO ClassificationCAFO dataset (spatial)bio medicalnlp18Feb 26, 2026
CAFO ClassificationCAFO dataset (random 80-20)bio medicalnlp18Feb 26, 2026
Fake News Video DetectionFakeTT → FakeSVcomputer visionnlp18Feb 26, 2026
Patch-level histology classificationBACHbio medicalcomputer vision18Feb 26, 2026
Behavior ClassificationVOICES (test)computer vision18Feb 26, 2026
VAD RegressionVOICES (test)speech audio18Feb 26, 2026
Object DetectionCityscapes → BDD100kcomputer vision18Feb 26, 2026
Erythrocyte ClassificationIsolated Erythrocytesbio medicalcomputer vision18Feb 27, 2026
Object Hallucination EvaluationCHAIR MS COCO based (test)multimodalcomputer vision18Feb 26, 2026
Image ReconstructionImageNet-1k 512x512 resolution (val)computer vision18Jun 1, 2026
Change DetectionLEVIR-CD, WHU-CD, HTCD, MT-Wuhan, XiongAn Averagecomputer vision18Feb 26, 2026
Change DetectionXiongAncomputer vision18Feb 26, 2026
Change DetectionMT-Wuhancomputer vision18Feb 26, 2026
Change DetectionHTCDcomputer vision18Feb 26, 2026