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Benchmarks

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

309,131 benchmarksPage 1950 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Crowd CountingJHU-Crowd++ Stadium -> Street (SD -> SR)computer vision18Jun 11, 2026
Object-Centric LearningPASCALcomputer vision18Feb 26, 2026
Online Continual LearningImageNet 200tabular time series18Feb 26, 2026
Online Continual LearningTinyImageNettabular time series18Feb 26, 2026
Video-Text RetrievalDIDEMOmultimodalretrieval search rag18Feb 26, 2026
Video-Text RetrievalMSRVTTmultimodalretrieval search rag18Feb 26, 2026
Scene Graph GenerationVisual Genome VG150 (test)computer vision18Mar 10, 2026
Face Anti-SpoofingCASIA-MFSD C (test)computer vision18Feb 26, 2026
Early-stage tumor detectionKidneys (test)bio medicalcomputer vision18Feb 26, 2026
Early-stage tumor detectionPancreas (test)bio medicalcomputer vision18Feb 26, 2026
Early-stage tumor detectionLiver (test)bio medicalcomputer vision18Feb 26, 2026
Multi-view Subspace ClusteringStill DBgraph18Feb 26, 2026
Multi-view Subspace ClusteringORLgraph18Feb 26, 2026
Multi-view Subspace ClusteringYalegraph18Feb 26, 2026
ClusteringRGB-D Objecttabular time series18Feb 26, 2026
Gait RecognitionCCPGcomputer vision18Mar 9, 2026
Perturbation TestImageNet (val)computer vision18Feb 26, 2026
Perturbation TestImageNet (test)computer vision18Feb 26, 2026
Automatic Speech RecognitionHKUSTspeech audio18Feb 26, 2026
Image ClassificationOffice-Caltech10computer vision18Mar 24, 2026
Semantic SimilaritySTS-B (test)nlpretrieval search rag18Feb 26, 2026
Image ClassificationCIFAR-100 1x10^6 EDM-generated images-augmented (train)computer vision18Feb 26, 2026
Image ClassificationCIFAR-100 1x10^6 EDM-generated images-augmented (test)computer vision18Feb 26, 2026
Image ClassificationCIFAR-10 DM-AT (train)computer vision18Feb 26, 2026
Image ClassificationCIFAR-10 DM-AT (test)computer vision18Feb 26, 2026