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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 1476 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual Question AnsweringScienceQA SQA-Imultimodalcomputer vision+121Jun 23, 2026
Road segment rankingSY-Net514 (test)computer vision21Feb 26, 2026
Road Segment RankingRD-Net3478 (test)computer vision21Feb 26, 2026
Road segment rankingSY-Net110computer vision21Feb 26, 2026
Commonsense and Mathematical ReasoningReasoning and Math Suite (OpenBookQA, ARC-e, WinoGrande, HellaSwag, ARC-c, PIQA, MathQA, GSM8K)nlpllm chat instruction21Feb 26, 2026
ClusteringBCtabular time series21Jun 23, 2026
Multi-modal brain MRI synthesisBraTS 2021 (test)bio medicalimage generation editing21Feb 26, 2026
Medical Image ClassificationVesselMNIST3Dbio medicalcomputer vision21May 27, 2026
Medical Image ClassificationAdrenalMNIST3Dbio medicalcomputer vision21May 27, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp21Mar 31, 2026
Video Person Re-IdentificationMarket-1501 v1 (test)computer vision21Feb 26, 2026
Few-shot Action RecognitionUCF101 5-way 1-shotcomputer vision21Feb 26, 2026
Classificationheart (test)computer visionnlp+321Apr 10, 2026
Node ClassificationTwitchgraph21Feb 26, 2026
Concept LearningAG Newsnlp21Feb 26, 2026
Reasoning17 Reasoning Benchmarks Aggregate (test)llm chat instructionnlp21Feb 26, 2026
Time Series ClassificationMP8tabular time series21Jul 1, 2026
Time Series ClassificationHHAR-OODtabular time series21Jul 1, 2026
Time Series ClassificationEpilepsy-EEGtabular time series21Jul 1, 2026
Out-of-Distribution DetectionCIFAR-10 LT (ρ = 0.1)computer visiontabular time series21May 26, 2026
Person Re-identificationCUHK03-NP (labeled)computer vision21Feb 26, 2026
Virtual Try-onVITON-HD 1024x768 (test)image generation editingcomputer vision21Jun 29, 2026
Point Cloud RegistrationModelNet40 Unseen Categories with Gaussian Noise RPMNet manner (OS)3d vision geometry21Feb 26, 2026
Depth CompletionNYU v2 (test)3d vision geometrycomputer vision21May 29, 2026
Speech deepfake detectionASVspoof logical access (LA) 2019 (eval)speech audio21Feb 26, 2026