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Benchmarks for “object detection”

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

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TaskDatasetDomainTrendResultsLast update
Salient Object DetectionVT1000computer vision19Feb 26, 2026
Object DetectionThyroid IIcomputer vision19Feb 26, 2026
Object DetectionTN3Kcomputer vision19Feb 26, 2026
Object DetectionThyroid I (test)computer vision19Feb 26, 2026
Object DetectionBUSIcomputer vision19Feb 26, 2026
Salient Object DetectionNEU-RSDDS-AUGcomputer vision19Feb 26, 2026
Object DetectionPascal-5i 2010 (Novel Split 3)computer vision19Feb 27, 2026
Oriented Object DetectionDroneVehicle (test)computer vision19Feb 26, 2026
Object DetectionEvDET200K (test)computer vision19Feb 26, 2026
Monocular 3D Object DetectionKITTI 3D (test)3d vision geometrycomputer vision19Feb 26, 2026
3D Object DetectionKITTI vehicle R40 (test)3d vision geometrycomputer vision19Feb 26, 2026
Rotated Object DetectionDOTA 2.0 (test)computer vision19Feb 26, 2026
Object DetectionOmniLabelcomputer vision19Mar 30, 2026
Object DetectionVEDAI (test)computer vision19Mar 10, 2026
Object DetectionCOCO-Partial 10% labeledcomputer vision19Feb 27, 2026
3D Object DetectionWaymo to nuScenes (val)3d vision geometrycomputer vision19Feb 26, 2026
Generalized Few-Shot Object DetectionMS-COCO 10-shot (test)computer vision19Feb 26, 2026
3D Object DetectionKITTI Pedestrian official (test)3d vision geometrycomputer vision19Feb 26, 2026
Object DetectionN-Caltech101computer vision19Jun 19, 2026
Object DetectionMS-COCO 117K train 5K (val)computer vision19Feb 26, 2026
Few-shot object detectionMS-COCO 20 novel classescomputer vision19Feb 26, 2026
3D Object DetectionKITTI official (test)3d vision geometrycomputer vision19Feb 26, 2026
Monocular 3D Object DetectionKITTI Car (test)3d vision geometrycomputer vision19Feb 26, 2026
Object DetectionCOCO-standard 1% (train)computer vision19Feb 26, 2026
Indoor Object DetectionSUN RGB-D (test)computer vision19Feb 26, 2026