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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 890 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Node ClassificationA-Computersgraph30Apr 13, 2026
3D Object DetectionKITTI official leaderboard (test)3d vision geometrycomputer vision30Feb 26, 2026
Table-to-text generationDARTnlp30Feb 26, 2026
Image ClassificationImageNet 10% labels 1.0 (val)computer vision30Feb 26, 2026
Machine Reading ComprehensionCMRC Simplified Chinese 2018 (Challenge)nlp30Feb 26, 2026
3D human body pose and mesh estimationSURREAL (test)3d vision geometrycomputer vision30Feb 26, 2026
Out-of-Distribution DetectionLSUNcomputer visiontabular time series30Apr 7, 2026
Question AnsweringXQuADnlpQuestion Answering on XQuAD performance trend30Apr 21, 2026
Open-domain Question AnsweringSQuAD Open-domain 1.1 (test)nlpretrieval search rag30Feb 26, 2026
Optic FlowHQFcomputer vision3d vision geometry30Feb 26, 2026
3D human shape and pose estimation3DPW3d vision geometrycomputer vision30Feb 26, 2026
Blind Image DenoisingCBSD68computer vision30Feb 26, 2026
Anomaly DetectionArrhythmiatabular time series30May 12, 2026
ClassificationUCI Imagecomputer visionnlp+330Feb 26, 2026
Audio Spoofing DetectionASVspoof Logical Access 2019 (Evaluation)speech audio30Feb 26, 2026
Saliency Object DetectionLFSDcomputer vision30Feb 26, 2026
Point cloud registrationOxford RobotCar (test)3d vision geometry30Feb 26, 2026
Point Cloud RegistrationOxford Stereo DSO3d vision geometry30Feb 26, 2026
ICD codingMIMIC-III full (test)bio medicalnlpICD Coding on MIMIC-III full (test) performance trend30Jun 16, 2026
Image ClassificationImagenet FS (All classes)computer vision30Feb 26, 2026
Partial Domain AdaptationOffice-31 (test)computer vision30Jun 4, 2026
Image ClassificationImageNet 4 (val)computer vision30Feb 26, 2026
Few-shot classificationPlantaecomputer visionnlp+130Feb 26, 2026
Few-shot classificationCarscomputer visionnlp+130Feb 26, 2026
Scene Text RecognitionIC15 1811 (test)computer vision30Feb 26, 2026