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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 2241 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
FetchReachGymnasium Roboticsrobotics embodied ai16Feb 26, 2026
Button2Safety Gymnasiumrobotics embodied ai16Feb 26, 2026
Button1Safety Gymnasiumrobotics embodied ai16Feb 26, 2026
Goal2Safety Gymnasiumrobotics embodied ai16Feb 26, 2026
Goal1Safety Gymnasiumrobotics embodied ai16Feb 26, 2026
ClassificationAmazon Employee Kagglecomputer visionnlp+316Mar 12, 2026
Text-to-Image GenerationImageReward (test)image generation editing16Feb 26, 2026
Image ClassificationMNIST-ST (test)computer vision16Feb 26, 2026
ClassificationFast-Stim original (test)computer visionnlp+316Feb 26, 2026
Medical Reasoning GroundingU-MRG-14K (test)bio medicalnlp+116Feb 26, 2026
Medical Question AnsweringNEJMbio medicalnlp16Mar 5, 2026
Nightlight PredictionNYC Target from CHI & SFtabular time series16Feb 26, 2026
Carbon PredictionNYC Target from CHI & SFtabular time series16Feb 26, 2026
Population PredictionNYC Target from CHI & SFtabular time series16Feb 26, 2026
Service Call PredictionNYC Target from CHI & SFtabular time series16Feb 26, 2026
Crime PredictionNYC Target from CHI & SFtabular time series16Feb 26, 2026
Layer-wise Selective Attack (LSA) RobustnessFederated Learning Datasetadversarial safety security16Feb 26, 2026
Layer-wise Poisoning Attack (LPA) RobustnessFederated Learning Datasetadversarial safety security16Feb 26, 2026
BadNets Backdoor Attack RobustnessFederated Learning Datasetadversarial safety security16Feb 26, 2026
Distributed Backdoor Attack (DBA) RobustnessFederated Learning Datasetadversarial safety security16Feb 26, 2026
ProCams simulationReal-world Novel Viewpoints3d vision geometry16Feb 26, 2026
ProCams simulationReal-world benchmark dataset Trained Viewpoints3d vision geometry16Feb 26, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp16Feb 26, 2026
Short-Term AnticipationEgo4D STA v2 (val)computer vision16Feb 26, 2026
Depth CompletionMetropolis3d vision geometrycomputer vision16Feb 26, 2026