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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 2246 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
MaxCutErdős–Rényi p = 0.1 (test)graph16Feb 26, 2026
MaxCutBarabási–Albert m = 2 (test)graph16Feb 26, 2026
Graph GenerationPlanargraphbio medical16May 4, 2026
RegressionWine Qualitytabular time series16Jun 30, 2026
Tip displacement estimation2D cantilever problemtabular time series16Feb 26, 2026
Compliance estimation2D cantilever problemmiscellaneous16Feb 26, 2026
DenoisingSimulated SM data 2D Lissajous trajectoriesbio medicalcomputer vision16Feb 26, 2026
QSM ReconstructionMulti-Orientation GRE MRI3d vision geometrybio medical16Jun 11, 2026
Hypertrophic Cardiomyopathy (HCM) DiagnosisHCM diagnosis cohort (150 participants) (test)bio medical16Feb 26, 2026
Heart Failure (HF) DiagnosisHF diagnosis cohort (149 participants) (test)bio medicaltabular time series16Feb 26, 2026
Dilated Cardiomyopathy (DCM) DiagnosisDCM diagnosis cohort (122 participants) (test)bio medical16Feb 26, 2026
Image Quality AssessmentTID13computer vision16Jun 16, 2026
Multi-organ SegmentationSynapse 20% labeled data (test)bio medicalcomputer vision16Feb 26, 2026
Video Quality AssessmentLIVE-Meta MCGcomputer vision16Feb 26, 2026
Synthetic Sound DetectionESDD 2026 (dev)speech audio16Feb 26, 2026
Speech RecognitionGermanspeech audio16Jun 23, 2026
Automatic Speech RecognitionCommon Voice 15speech audio16Jun 18, 2026
Stereo-to-7.1.4 audio generationInternal Pop Music 7.1.4 (test)speech audio16Feb 26, 2026
Respiratory ClassificationCOPD (Lung)speech audiobio medical16Feb 26, 2026
Speech Quality AssessmentLibriSpeech 30% packet loss (test)speech audio16Feb 26, 2026
Underwater Acoustic Target RecognitionDeepShipcomputer visionspeech audio16Mar 25, 2026
Audio Deepfake DetectionASV 2019 (test)speech audio16Feb 26, 2026
Emotional Text-to-SpeechESD (English)speech audio16Mar 9, 2026
Full-audio DetectionSONICS full audiospeech audio16Feb 26, 2026
Mean Opinion Score PredictionSOMOS large-scale (test)speech audio16Feb 26, 2026