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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 1069 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
NL-to-FOL Syntax CorrectnessFOLIO (test)nlp26Feb 26, 2026
Conversational RecommendationREDDIT V2 (test)llm chat instructionnlp26Feb 26, 2026
Multi-label abnormality classificationRAD-ChestCT (test)bio medicalcomputer vision26Jun 9, 2026
Severity Degree DiagnosisACL Sprain Diagnosisbio medicalcomputer vision26Feb 26, 2026
Severity Degree DiagnosisCartilage Thickness Loss (test)bio medicalcomputer vision26Feb 26, 2026
RetrievalBelebeleRetrievalretrieval search rag26May 19, 2026
Image Quality AssessmentLIVECcomputer vision26May 19, 2026
Sequential Decision MakingALFWorld (test)robotics embodied ai26Mar 13, 2026
Time-series interval forecastingTemperaturetabular time series26Jun 26, 2026
Feature SelectionPIONeeR post-VIFbio medicaltabular time series26Feb 26, 2026
Clusteringdermatologytabular time series26May 12, 2026
Gaussian deblurringFFHQ (val)computer visionimage generation editing26May 27, 2026
Audio ReconstructionLJSpeechspeech audio26Feb 26, 2026
Language IdentificationVoxLingua33nlp26Mar 10, 2026
Speaker IdentificationLibriSpeech MFspeech audio26Mar 10, 2026
Speech Spoofing DetectionIn-the-Wild (ITW) (eval)speech audio26Jun 9, 2026
Continual LearningLIBERO-Long (test)miscellaneous26Jun 4, 2026
Trigger DetectionProAct-75 1.0nlp26Feb 26, 2026
Object NavigationHM3D (val)robotics embodied aicomputer vision26Jun 15, 2026
Reinforcement LearningAnt v4robotics embodied ai26Jun 26, 2026
Constrained OptimizationBBOB-constrained 10D Problemsmiscellaneous26Feb 26, 2026
Commonsense Question AnsweringCSQAnlp26Jul 9, 2026
Multi-image visual perceptionBLINKcomputer visionmultimodal26Apr 15, 2026
QoS Prediction (Throughput)WS-DREAM Density=2.5% (test)tabular time series26Feb 26, 2026
Safety ModerationHarmbenchadversarial safety security26Apr 7, 2026