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Benchmarks

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

309,131 benchmarksPage 1095 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image Super-resolutionBSD100 s=3 (test)computer vision26Feb 26, 2026
Image Super-resolutionBSD100 s=2 (test)computer vision26Feb 26, 2026
Image ClassificationOffice+Caltech C -> Dcomputer vision26Feb 26, 2026
Image ClassificationOffice+Caltech C -> Wcomputer vision26Feb 26, 2026
Image ClassificationOffice+Caltech C -> Acomputer vision26Feb 26, 2026
Image ClassificationOffice+Caltech W -> Dcomputer vision26Feb 26, 2026
Image ClassificationOffice+Caltech A -> Ccomputer vision26Feb 26, 2026
ClassificationPI-MNIST (test)computer visionnlp+326Feb 26, 2026
Caption RetrievalMS COCO Karpathy 5k (test)multimodalretrieval search rag26Feb 26, 2026
Image RetrievalParis106k (test)retrieval search ragcomputer vision26Feb 26, 2026
Super-ResolutionB100 x4computer vision26Feb 26, 2026
Super-ResolutionB100 x3computer vision26Feb 26, 2026
Image ClassificationNORB small (test)computer visionImage Classification on NORB small (test) performance trend26Feb 26, 2026
Multi-Object TrackingPETS 2009 (S2.L1)computer vision26Feb 26, 2026
Description-guided molecule designChEBI-20 2022 (test)bio medical26Feb 26, 2026
ClassificationMoleculeNet BACE (test)computer visionnlp+326May 18, 2026
Metagenome ClassificationMetagenome dataset (test)bio medical26Feb 26, 2026
RegressionYacht UCI (test)tabular time series26Jun 12, 2026
Forward PDE solvingHelmholtzmiscellaneous26May 26, 2026
Topic Coherence20Newsnlp26Feb 26, 2026
Survival predictionFLCHAINbio medicaltabular time series26May 25, 2026
Few-shot Classificationi-Nat (test)computer visionnlp+126Feb 26, 2026
Domain GeneralizationTerraIncognita DomainBed (test)computer vision26Feb 26, 2026
Image ClassificationSTL (test)computer vision26Mar 11, 2026
Long-term forecastingETTm2 v1 (test)tabular time seriesLong-term forecasting on ETTm2 v1 (test) performance trend26Apr 28, 2026