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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 38 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object ClassificationScanObjectNN PB_T50_RScomputer visionObject Classification on ScanObjectNN PB_T50_RS performance trend220May 19, 2026
Multivariate time series forecastingETTh2tabular time series219Jun 11, 2026
Image GenerationImageNet 512x512 (val)image generation editing219Mar 27, 2026
3D Object DetectionWaymo Open Dataset (val)3d vision geometrycomputer vision219Jul 2, 2026
Image ClassificationOxford-IIIT Petcomputer vision219Mar 19, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+1Visual Question Answering Accuracy on GQA performance trend218Jun 24, 2026
Zero-shot EvaluationDownstream Tasks MMLU, PIQA, Arc-E, Arc-C, Wino, OpenQAnlpllm chat instruction218Feb 26, 2026
Text-to-Image GenerationGenEvalimage generation editingText-to-Image Generation on GenEval (Compositional Metrics including IAA, IQA, ISTA) performance trend218May 29, 2026
Image GenerationCIFAR-10image generation editing218Jun 9, 2026
Action RecognitionNTU RGB+D X-View 60computer vision218May 11, 2026
Natural Language InferenceSNLInlpNatural Language Inference on SNLI performance trend218Jun 4, 2026
Intellectual Property Identification EvasionGNN4IPadversarial safety security217Feb 26, 2026
Image ClassificationImageNet-Rcomputer visionImage Classification on ImageNet-R (Accuracy) performance trend217Apr 28, 2026
Camouflaged Object DetectionCOD10Kcomputer visionCamouflaged Object Detection on COD10K performance trend217May 26, 2026
Image RetrievalMS-COCO 5K (test)retrieval search ragcomputer visionImage Retrieval on MS-COCO 5K (test) performance trend217Feb 27, 2026
Generalized Zero-Shot LearningAWA2computer visionnlp217Mar 24, 2026
ClassificationPASCAL VOC 2007 (test)computer visionnlp+3Classification on PASCAL VOC 2007 (test) performance trend217Feb 26, 2026
Semantic SegmentationPascal Contextcomputer visionSemantic Segmentation on Pascal Context performance trend217Apr 13, 2026
Semantic SegmentationPascal Context 59computer visionSemantic Segmentation on Pascal Context 59 performance trend217Jun 4, 2026
Data Imputationsuperconductivitytabular time series216Jul 7, 2026
Mathematical ReasoningAMC23llm chat instructionnlpMathematical Reasoning on AMC23 (PASS@1 Accuracy and Output Length) performance trend216Jun 11, 2026
Image ClassificationImageNet-C Severity 5 (test)computer vision216Jul 2, 2026
Language ModelingWikiText-103nlpLanguage Modeling on WikiText-103 performance trend216May 7, 2026
Referring Expression ComprehensionRefCOCO+ (testA)computer visionnlpReferring Expression Comprehension on RefCOCO+ (testA) performance trend216Jul 7, 2026
Semantic SegmentationCoco-Stuff (test)computer visionSemantic Segmentation on Coco-Stuff (test) performance trend216May 13, 2026