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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 681 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Tensor CompletionNews 144 x 176 x 100tabular time series35Mar 4, 2026
Tensor CompletionBotswana 256 x 256 x 145tabular time series35Mar 4, 2026
Tensor CompletionWashington DC 256 x 256 x 191tabular time series35Mar 4, 2026
Tensor CompletionFlowers 256 x 256 x 31tabular time series35Mar 4, 2026
Tensor CompletionToys 256 x 256 x 31tabular time series35Mar 4, 2026
Multi-modal Vehicle Re-IdentificationMSVR310 (test)multimodalcomputer vision35Jun 19, 2026
Single-hop Question AnsweringSingle-hop QA Averagenlpretrieval search rag35Mar 19, 2026
UI GroundingUI-Visioncomputer visionnlp35May 14, 2026
Fine-grained classificationAircraftcomputer vision35Jun 8, 2026
Few-shot Image ClassificationminiImageNet Open-Ended 2-Waycomputer vision35Feb 27, 2026
Few-shot ClassificationminiImageNet Open-Ended 5-Way (test)computer visionnlp+135Feb 27, 2026
Image ClassificationMNIST (test)computer vision35Feb 27, 2026
Natural Language Code SearchCodeSearchNetcode developer airetrieval search rag+135Jun 2, 2026
Image ReconstructionGen3-DroneFlight Max Speed 1 m/scomputer vision35Feb 26, 2026
Image ClassificationTiny-ImageNet (train)computer vision35Apr 24, 2026
Novel View SynthesisDL3DV 140 (test)3d vision geometry35Jul 7, 2026
Node ClassificationMinesweepergraph35Feb 26, 2026
Migraine type classificationAoU (test)bio medicaltabular time series35Feb 26, 2026
Concept Extraction Evaluation4 classification datasets averagenlp35Feb 26, 2026
Node classificationPhotograph35Jun 25, 2026
Sub-class Machine UnlearningCIFAR-20adversarial safety security35Feb 26, 2026
Counterfactual Outcome PredictionMIMIC-III semi-synthetic (N=3000) (test)bio medicaltabular time series35Feb 26, 2026
Counterfactual Outcome PredictionMIMIC-III semi-synthetic (N=2000) (test)bio medicaltabular time series35Feb 26, 2026
Counterfactual Outcome PredictionMIMIC-III semi-synthetic (N=1000) (test)bio medicaltabular time series35Feb 26, 2026
Portfolio OptimizationNoisy Portfolio Return Seriestabular time series35Feb 26, 2026