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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 508 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
EEG Seizure ClassificationBonn University EEG dataset O vs Sbio medicaltabular time series42Feb 26, 2026
Binary EEG Seizure DetectionBonn University dataset (Z vs S)bio medicaltabular time series42Feb 26, 2026
Untargeted AttackImageNet (test)adversarial safety security42Feb 26, 2026
Image ClassificationTALL-20computer vision42Jun 8, 2026
ClusteringProteinFoldtabular time series42Feb 26, 2026
Multiple ChoiceCOPAnlp42Jun 5, 2026
Time Series ForecastingTourism Monthlytabular time series42Feb 26, 2026
Time Series ForecastingM3 Quarterlytabular time series42Feb 26, 2026
Time Series ForecastingM3 Monthlytabular time series42Feb 26, 2026
DebuggingOR-Debug-Bench (450 stratified samples)code developer ai42Feb 26, 2026
Reinforcement LearningAcrobot v1robotics embodied aiReinforcement Learning on Acrobot v1 performance trend42May 19, 2026
Knowledge RecoveryTOFU 10% (400 samples) 1.0 (forget)nlp42Feb 26, 2026
Offline Reinforcement LearningWalker2d medium-expertrobotics embodied aiOffline Reinforcement Learning on Walker2d medium-expert performance trend42May 29, 2026
ReasoningDROPllm chat instructionnlp42Jun 19, 2026
Node classificationSocial domains Blog2 to Blog1graph42Feb 26, 2026
Multimodal Robotic ControlFetch-PickAndPlace Patch corruptions (test)robotics embodied aimultimodal42Feb 26, 2026
Sequential RecommendationToystabular time series42Mar 17, 2026
Sequential RecommendationBeautytabular time series42Feb 26, 2026
RecommendationEpinions (test)tabular time series42Jun 23, 2026
Infrared Small Target DetectionIRSTD-1k (800:201) (test)computer vision42Feb 26, 2026
Infrared Small Target DetectionNUDT-SIRST 663:664 (test)computer vision42Feb 26, 2026
Infrared Small Target DetectionNUAA-SIRST (213:214) (test)computer vision42Feb 26, 2026
AI-generated image detectionWildRFimage generation editingcomputer vision42Jun 16, 2026
Visual ReasoningHR-Bench 8Kmultimodalcomputer vision42May 13, 2026
Multimodal ReasoningHallusionBenchmultimodalnlpMultimodal Reasoning on HallusionBench performance trend42Mar 30, 2026