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Benchmarks for “object detection”

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

3,591 benchmarksPage 58 of 144

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TaskDatasetDomainTrendResultsLast update
3D Object DetectionREAL2753d vision geometrycomputer vision12Feb 26, 2026
Object DetectionMS-COCO additionalcomputer vision12Feb 26, 2026
3D Object DetectionWaymo Open Dataset (WOD) vehicle class (val)3d vision geometrycomputer vision12Feb 26, 2026
Object DetectionFSCD-LVIS (test)computer vision12Feb 27, 2026
Object DetectionCOCO-Standard 2017 (10% labeled)computer vision12Feb 26, 2026
Object DetectionCOCO Standard 2017 (5% labeled)computer vision12Feb 26, 2026
Object DetectionCOCO Standard 1% labeled 2017computer vision12Feb 26, 2026
Object DetectionCOCO-standard 10% labeled 2017 (train)computer vision12Feb 26, 2026
Object DetectionFSOD 200 novel classescomputer vision12Feb 26, 2026
Object DetectionCOCO novel and base categories 2014computer vision12Feb 26, 2026
Salient Object DetectionUHRSD (TE)computer vision12Feb 26, 2026
Object DetectionSUN RGB-Dcomputer vision12Mar 9, 2026
Object DetectionMS-COCOcomputer vision12Feb 26, 2026
Object DetectionCOCO-additionalcomputer vision12Feb 27, 2026
BEV Object DetectionWaymo Open Dataset Vehicles (val)computer vision3d vision geometry12Feb 26, 2026
Object DetectionFoggy Cityscapes synthetic (val)computer vision12Feb 26, 2026
Object DetectionPASCAL VOCcomputer vision12Feb 26, 2026
RGB-D Salient Object DetectionDUTcomputer vision12Feb 26, 2026
Object DetectionDENSE snow/rain hard v1computer vision12Feb 26, 2026
Object DetectionDENSE snow rain moderate v1computer vision12Feb 26, 2026
Object DetectionDENSE snow rain easy v1computer vision12Feb 26, 2026
Object DetectionDENSE fog hard v1computer vision12Feb 26, 2026
Object DetectionDENSE fog moderate v1computer vision12Feb 26, 2026
Object DetectionDENSE fog easy v1computer vision12Feb 26, 2026
Object DetectionDENSE light fog hard v1computer vision12Feb 26, 2026