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Benchmarks

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

309,131 benchmarksPage 1093 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
N-way K-shot classificationmini-ImageNet (test)computer visionnlp+126Feb 26, 2026
Table-based Fact VerificationTabFact small 1.0 (test)nlptabular time series26Feb 26, 2026
Pedestrian Attribute RecognitionPETA existing vs. zero-shot (multiple)computer vision26Apr 30, 2026
Shadow RemovalSRD (test)computer vision26Apr 6, 2026
Long-term Visual TrackingOxUvALT (test)computer vision26Feb 26, 2026
Class-incremental learningSplit CIFAR-10computer visiontabular time series26Feb 26, 2026
Face AlignmentAFLW Frontal 19 landmarks (test)computer vision26Feb 27, 2026
Supervised Graph ClassificationCORAgraph26Feb 26, 2026
Instance SegmentationMS COCO novel classes val5k (minival)computer vision26Feb 27, 2026
Certified RobustnessCIFAR-10 (test)computer visionadversarial safety security26Jun 4, 2026
Anomaly DetectionDIORtabular time series26Feb 26, 2026
ClassificationCUB-200 unseen (test)computer visionnlp+326Feb 26, 2026
Scene Text RecognitionIC15 2077 (test)computer vision26Feb 26, 2026
Graph classificationPTC MMgraph26Feb 26, 2026
Graph classificationPTC FRgraph26Feb 26, 2026
Graph classificationREDDIT-5Kgraph26Feb 26, 2026
Aspect extraction and sentiment classificationres 14nlp26Feb 26, 2026
ClassificationImageCLEF 2014 (test)computer visionnlp+326Feb 26, 2026
Common Sense ReasoningWSC273nlp26Feb 26, 2026
Node ClassificationPubMed 0.3% labelsgraph26Feb 26, 2026
Entity LinkingCWEB (test)nlp26Feb 26, 2026
In-shop clothing retrievalDeepFashion in-shopcomputer visionretrieval search rag26Feb 26, 2026
Near-duplicate video retrievalCC_WEB_VIDEO Standardretrieval search ragcomputer vision26Feb 26, 2026
Hand Gesture RecognitionSHREC 28 Gestures '17computer vision26Feb 26, 2026
Subspace ClusteringExtended Yale B 10 subjectstabular time series26Feb 26, 2026