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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 62 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image Captioning EvaluationCompositecomputer visionmultimodal161Jun 30, 2026
Video Question AnsweringTGIF-QAmultimodalcomputer vision161Jun 23, 2026
Traffic ForecastingPEMS-BAYtabular time series161Jun 16, 2026
3D Reconstruction7-Scenes3d vision geometry161Jul 7, 2026
Low-light image enhancementLOL (test)computer visionLow-light image enhancement on LOL (test) performance trend161May 21, 2026
Object DetectionFoggy Cityscapes (test)computer visionObject Detection on Foggy Cityscapes (test) performance trend161Jul 1, 2026
SummarizationarXiv (test)nlpSummarization on arXiv (test) performance trend161Feb 26, 2026
Scene Text RecognitionIIIT5kcomputer vision161Mar 20, 2026
Offline Reinforcement LearningD4RL hopper-medium-expertrobotics embodied aiOffline Reinforcement Learning on D4RL hopper-medium-expert performance trend161May 11, 2026
Low-light Image EnhancementLOL syn v2computer vision161Jun 18, 2026
Time Series ForecastingElectricitytabular time seriesTime Series Forecasting on Electricity performance trend161Jun 19, 2026
Image ClassificationOfficeHomecomputer visionImage Classification on OfficeHome performance trend161Jun 15, 2026
Adversarial DetectionCIFAR-10 (test)adversarial safety security160Jun 29, 2026
Statistical Adversarial DetectionImageNet-1K (test)computer visionadversarial safety security160Jun 29, 2026
Credit Card Fraud DetectionBankSimtabular time series160May 13, 2026
Image Classification14 Vision Taskscomputer vision160Jun 23, 2026
Vertex normal predictionThingi10K3d vision geometry160Feb 26, 2026
Concept AttributionCLEVR (test)computer visionnlp160Feb 26, 2026
Math ReasoningMATHllm chat instructionnlp160May 26, 2026
Mathematical ReasoningAIME24llm chat instructionnlp160Mar 10, 2026
Graph ClassificationHIVgraph160Jun 17, 2026
Multivariate Time Series ForecastingETTh1 (test)tabular time seriesMultivariate Time Series Forecasting on ETTh1 (test) performance trend160May 26, 2026
Speaker VerificationVoxCeleb1 (Vox1-O)speech audioSpeaker Verification on VoxCeleb1 (Vox1-O) performance trend160Jul 9, 2026
Temporal Video UnderstandingTempCompasscomputer vision160Jul 9, 2026
Sentiment AnalysisMRnlp160Mar 5, 2026