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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 1089 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Reading ComprehensionRACE-h (test)nlp26May 19, 2026
Weakly Supervised Object LocalizationCUB-200 (test)computer vision26Feb 26, 2026
Binary ClassificationCelebA (test)tabular time series26Jun 24, 2026
Facial Action Unit RecognitionBP4Dcomputer vision26Feb 26, 2026
Visual Object TrackingVOT ST 2020computer vision26Jul 3, 2026
Text-to-Image RetrievalMSCOCO Captionmultimodalretrieval search rag26Feb 26, 2026
Image-to-Text RetrievalMSCOCO Captionmultimodalretrieval search rag26Feb 26, 2026
Audio ClassificationCrema-Dspeech audio26Jun 17, 2026
Step ForecastingCOINtabular time series26Mar 4, 2026
Hierarchical Agglomerative Clusteringwinetabular time series26Feb 26, 2026
Machine Translation (EN→FR)Multi30K 2016 (test)nlp26Jun 16, 2026
Image ClassificationCIFAR10 reversed, gamma_u = 1/100 long-tail (test)computer vision26Feb 26, 2026
Image ClassificationCIFAR10 uniform, gamma_u = 1 long-tail (test)computer vision26Feb 26, 2026
Text RetrievalMS MARCO Documentretrieval search rag26Feb 26, 2026
Text RetrievalMS MARCO Passageretrieval search rag26Feb 26, 2026
Dialogue GenerationDailyDialogllm chat instructionnlp26Feb 26, 2026
Stereo MatchingIMC Total 20213d vision geometrycomputer vision26Feb 26, 2026
Stereo MatchingIMC GoogleUrban 20213d vision geometrycomputer vision26Feb 26, 2026
Stereo MatchingIMC PragueParks 20213d vision geometrycomputer vision26Feb 26, 2026
Stereo MatchingIMC Phototourism 20213d vision geometrycomputer vision26Feb 26, 2026
Visual DialogueVisDial v1.0 (test)multimodalnlp+126Feb 26, 2026
Event DetectionMAVEN (test)nlp26Feb 26, 2026
Named Entity Recognitioni2b2 2014nlp26Feb 26, 2026
Person Re-identificationDeepChangecomputer visionPerson Re-identification on DeepChange performance trend26May 22, 2026
Graph ClassificationNCI1 TUDataset (10-fold cross-validation)graph26Feb 26, 2026