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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 19 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual Question AnsweringVQA 2.0 (test-dev)multimodalcomputer vision+1Visual Question Answering on VQA 2.0 (test-dev) performance trend337Feb 26, 2026
Mathematical ReasoningCollegeMATHllm chat instructionnlpMathematical Reasoning on CollegeMATH performance trend337Jun 30, 2026
Time series forecastingtraffic (test)tabular time series334Jun 19, 2026
Multi-hop Question AnsweringHotpotQA (test)nlpretrieval search ragMulti-hop Question Answering on HotpotQA (test) performance trend334Jul 7, 2026
Backdoor DefenseCIFAR10 (test)adversarial safety security333Jun 15, 2026
Action RecognitionSomething-Something v2 (test)computer visionAction Recognition on Something-Something v2 (test) performance trend333Feb 27, 2026
Referring Expression SegmentationRefCOCO (testA)computer visionmultimodalReferring Expression Segmentation on RefCOCO (testA) performance trend332Jul 7, 2026
Language ModelingWikiTextnlpLanguage Modeling on WikiText (Word Perplexity) performance trend331Jun 8, 2026
Visual Question AnsweringOK-VQAmultimodalcomputer vision+1Visual Question Answering on OK-VQA (Accuracy) performance trend331Jun 26, 2026
Temporal Action LocalizationTHUMOS 14 (test)computer visionTemporal Action Localization on THUMOS 14 (test) performance trend331Jul 2, 2026
ClassificationCIFAR10 (test)computer visionnlp+3331May 12, 2026
Code GenerationHumanEvalcode developer ai329Jun 29, 2026
Node ClassificationWikiCSgraph329Apr 21, 2026
Multivariate long-term series forecastingWeather (test)tabular time series328Jun 26, 2026
Visual Question AnsweringRealworldQAmultimodalcomputer vision+1Visual Question Answering on RealworldQA performance trend327Jul 8, 2026
Visual Question AnsweringOK-VQA (test)multimodalcomputer vision+1Visual Question Answering on OK-VQA (test) performance trend327Mar 17, 2026
Monocular Depth EstimationNYU v2 (test)3d vision geometrycomputer visionMonocular Depth Estimation on NYU v2 (test) performance trend327Jul 7, 2026
Object TrackingTrackingNetcomputer visionObject Tracking on TrackingNet performance trend327May 11, 2026
Point Cloud Registration3DLoMatch (test)3d vision geometry327Mar 16, 2026
Node ClassificationAmazon Photograph327Jun 4, 2026
Node ClassificationCora-MLgraphNode Classification on Cora-ML performance trend326May 26, 2026
Text ClassificationAG News (test)nlpText Classification on AG News (test) performance trend326Jun 25, 2026
Node ClassificationArxivgraphNode Classification on Arxiv (accuracy) performance trend325Jun 11, 2026
Few-shot SegmentationPASCAL-5icomputer vision325Feb 26, 2026
Image ClassificationFashion-MNISTcomputer visionImage Classification on Fashion-MNIST (Accuracy (%)) performance trend324Jun 11, 2026