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Benchmarks

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

309,131 benchmarksPage 567 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sparsity-constrained Optimizationdukemiscellaneous40Feb 26, 2026
Sparse Classificationgisette scaletabular time series40Feb 26, 2026
Tensor CompletionOrder-3 nonnegative tensors n=500 samples (test)tabular time series40Feb 26, 2026
Time Series ClassificationPENDIGITS (test)tabular time series40Mar 18, 2026
Time Series ForecastingAir-convectiontabular time series40Feb 26, 2026
Time Series ForecastingLorenz96-3dtabular time series40Feb 26, 2026
Molecular Property Prediction (Classification)MoleculeNet (test)bio medicaltabular time series40Jun 23, 2026
Poisson DenoisingDIV2Kcomputer vision40Feb 26, 2026
Image ClassificationImageNet-GLT CBL 1k (test)computer vision40Feb 26, 2026
Lane SegmentationBDD100K (test)computer vision40Mar 31, 2026
Fine-grained classificationFlower102 (test)computer vision40Jun 8, 2026
Safety AlignmentSORRY-Benchadversarial safety security40May 12, 2026
Oriented Object DetectionHRSC2016computer vision40May 6, 2026
Image ClassificationCIFAR-10N (Random 3)computer vision40May 21, 2026
Image ClassificationCIFAR-10N (Random 2)computer vision40May 21, 2026
Language ModelingOpenWebText (test)nlp40Jul 9, 2026
Multi-Object TrackingTAO (val)computer vision40Mar 26, 2026
Video Object SegmentationMOSEcomputer visionVideo Object Segmentation on MOSE performance trend40Jun 24, 2026
Valence Emotion RecognitionDEAP (test)speech audio40Feb 26, 2026
Arousal classificationMAHNOB-HCI (test)speech audio40Feb 26, 2026
Valence classificationMAHNOB-HCI (test)bio medical40Feb 26, 2026
Glaucoma DetectionREFUGE 2.0 (test)bio medicalcomputer vision40Feb 26, 2026
Person Re-identificationCCVID Clothes-Changingcomputer vision40Jun 16, 2026
Anomaly ClassificationHIStabular time series40Feb 26, 2026
Class-conditional Image GenerationImageNet 512x512 (val test)image generation editing40Feb 26, 2026