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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 20 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Arithmetic ReasoningMultiArithnlpllm chat instruction324Jun 19, 2026
Image-to-Text RetrievalMS-COCO 5K (test)multimodalretrieval search ragImage-to-Text Retrieval on MS-COCO 5K (test) performance trend324Jul 3, 2026
Multivariate Time Series ForecastingTraffictabular time seriesMultivariate Time Series Forecasting on Traffic (MSE, MAE) performance trend323Jun 11, 2026
Novel View SynthesisTanks & Temples (test)3d vision geometry323Jun 9, 2026
Semantic SegmentationnuScenes (val)computer visionSemantic Segmentation on nuScenes (val) performance trend323Jun 1, 2026
Domain GeneralizationPACScomputer visionDomain Generalization on PACS performance trend323Jul 3, 2026
Node ClassificationSQUIRREL vanilla (test)graph322May 8, 2026
Multivariate long-term series forecastingETTm2tabular time series322Jun 9, 2026
Person Re-identificationCUHK03computer visionPerson Re-identification on CUHK03 performance trend322Jun 2, 2026
Image ClassificationFGVC-Aircraft (test)computer visionImage Classification on FGVC-Aircraft (test) performance trend322Jun 30, 2026
Multitask Language UnderstandingMMLU (test)nlpllm chat instruction322Jun 4, 2026
Commonsense ReasoningCommon Sense Reasoning TasksnlpCommonsense Reasoning Suite Evaluation performance trend321May 8, 2026
3D Object ClassificationModelNet40 (test)3d vision geometrycomputer vision3D Object Classification on ModelNet40 (test) performance trend321May 19, 2026
Image ClassificationPetscomputer vision320Jun 4, 2026
Image ClassificationStanford Cars (test)computer visionImage Classification on Stanford Cars (test) performance trend320Jun 30, 2026
Question AnsweringOpenBookQAnlpAccuracy on OpenBookQA performance trend319Jun 24, 2026
Temporal Action LocalizationTHUMOS14 (test)computer visionTemporal Action Localization on THUMOS14 (test) performance trend319Feb 27, 2026
Pose EstimationCOCO (val)computer visionPose Estimation on COCO (val) performance trend319Jun 4, 2026
Text-to-Image GenerationGenEvalimage generation editing318Jun 23, 2026
Image ClusteringCIFAR-10computer visionImage Clustering on CIFAR-10 performance trend318Apr 14, 2026
Mathematical ReasoningWeMathllm chat instructionnlpMathematical Reasoning on WeMath performance trend317Jul 9, 2026
Image ClassificationImageNet-1K (val)computer vision317Jun 29, 2026
Fine-grained Image ClassificationCUB-200 2011computer visionFine-grained Image Classification on CUB-200 2011 performance trend317Jun 4, 2026
Image DenoisingUrban100computer vision317May 14, 2026
Question AnsweringBoolQnlp317Apr 21, 2026