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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 122 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Optical FlowSintel Clean (train)computer vision104May 11, 2026
Neural Architecture SearchImageNet16-120 NAS-Bench-201 (val)miscellaneous104May 19, 2026
Salient Object DetectionECSSD (test)computer vision104Feb 26, 2026
Person Re-identificationOccluded-REID (test)computer visionPerson Re-identification on Occluded-REID (test) performance trend104May 8, 2026
Face VerificationAgeDBcomputer vision104Jun 1, 2026
Object DetectionSim10K → Cityscapes (test)computer visionObject Detection on Sim10K -> Cityscapes (test) performance trend104Feb 27, 2026
Few-shot classificationCUBcomputer visionnlp+1104Jul 7, 2026
Image ClassificationCIFAR-10 (test)computer vision104Feb 26, 2026
Node ClassificationCoauthor PhysicsgraphNode Classification on Coauthor Physics performance trend104Jun 23, 2026
Multi-Object TrackingMOT17computer visionMulti-Object Tracking on MOT17 performance trend104Apr 2, 2026
Image RetrievalNUS-WIDE (test)retrieval search ragcomputer vision104Jun 2, 2026
ExplainabilityImageNet (val)computer vision104Feb 26, 2026
End-to-End Text SpottingICDAR 2015computer vision104Apr 23, 2026
ClusteringUSPStabular time series104Apr 7, 2026
Image ClassificationFEMNIST (test)computer vision104Apr 2, 2026
Anomaly DetectionMPDD (test)tabular time series104May 28, 2026
Long Video UnderstandingLongVideoBenchcomputer vision103Jul 2, 2026
Open-domain Question AnsweringHotpotQAnlpretrieval search rag103Jun 11, 2026
Medical Visual Question AnsweringPathVQAmultimodalbio medical103Jul 1, 2026
MathematicsAIME25nlp103Jun 2, 2026
ClusteringScene-15tabular time series103Jun 4, 2026
Image ClassificationFoodcomputer vision103Jun 4, 2026
Medical Visual Question AnsweringPMC-VQAmultimodalbio medicalMedical Visual Question Answering on PMC-VQA performance trend103May 28, 2026
Long-context Memory EvaluationLongMemEvalllm chat instructionLong-context Memory Evaluation on LongMemEval performance trend103Jun 2, 2026
Video Anomaly DetectionShanghaiTech (SHT) (test)computer vision103May 26, 2026