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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 2046 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Cardiac disease classificationUKB-HFbio medicaltabular time series17Feb 26, 2026
Cardiac disease classificationUKB-CMbio medicaltabular time series17Feb 26, 2026
Cardiac disease classificationUKB-CADbio medicaltabular time series17Feb 26, 2026
Bone SegmentationCT-Spine1Kbio medicalcomputer vision17May 21, 2026
Underwater Image EnhancementOceanDarkcomputer vision17May 12, 2026
Speech ResynthesisLibriTTS (test-clean)speech audio17Jun 29, 2026
Bioacoustic MonitoringBEANS Acoustic Beehive Monitoringbio medicalspeech audio17Feb 26, 2026
Gesture GenerationBEAT2computer visionmultimodal17Feb 26, 2026
Instrument ClassificationNS-Inst. Sourcecomputer vision17Jun 18, 2026
Alzheimer's Disease Recognition from SpeechADReSSo 2021 (test)speech audiobio medical17Feb 26, 2026
Emotion ReasoningOverall (test)nlpllm chat instruction17Feb 26, 2026
Emotion RecognitionIEMOCAP, MELD, RADESS, SAVEE Averagespeech audiocomputer vision+117Feb 26, 2026
Emotion RecognitionSAVEEspeech audiocomputer vision+117Feb 26, 2026
Sound Event DetectionDESEDspeech audio17Mar 10, 2026
Acoustic Echo CancellationAEC Challenge 2023 (blind test)speech audio17Jul 3, 2026
Spoofing-Aware Speaker VerificationSpoofCeleb (eval set)speech audio17Mar 17, 2026
Vision-Language NavigationR2R VLN-PE (val seen)robotics embodied aimultimodal17Apr 1, 2026
Multi-Robot Motion PlanningRoom Mapsrobotics embodied ai17Feb 26, 2026
Multi-Robot Motion PlanningDrop-Region Mapsrobotics embodied ai17Feb 26, 2026
End-to-End Autonomous DrivingBench2Drive Open-looprobotics embodied aicomputer vision17Jun 5, 2026
Contact Patch EstimationAll Contact Unseen Objects (val)3d vision geometry17Feb 26, 2026
Contact Patch EstimationAll Contact Seen Objects (val)3d vision geometry17Feb 26, 2026
Contact Point EstimationSingle Contact Unseen Objects (val)3d vision geometry17Feb 26, 2026
Contact Point EstimationSingle Contact Seen Objects (val)3d vision geometry17Feb 26, 2026
image-goal navigationGibson (test)robotics embodied aicomputer vision17Apr 8, 2026