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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
3D Object DetectionnuScenes Clean v1.0-trainval (val)3d vision geometrycomputer vision12Feb 26, 2026
Object DetectionVisDrone DET 2019computer vision12Feb 26, 2026
Object DetectionHOD3K (test)computer vision12Jul 1, 2026
Oriented Object DetectionDIOR-R 5 (test)computer vision12Feb 26, 2026
Object DetectionCrohn's Disease MRE proprietary (test)computer vision12Feb 26, 2026
Object DetectionEUS-D130computer vision12Feb 26, 2026
Object DetectionVinDr-CXRcomputer vision12Feb 26, 2026
Object DetectionEndoscapescomputer vision12Mar 9, 2026
Video Salient Object DetectionDAVIS 1 (test)computer vision12Feb 26, 2026
Video Salient Object DetectionSegV2 1 (test)computer vision12Feb 26, 2026
Video Salient Object DetectionDAVSOD easy 1 (test)computer vision12Feb 26, 2026
RGB Salient Object DetectionDUT-Ocomputer vision12Feb 26, 2026
Object DetectionFRED Challengingcomputer vision12Feb 26, 2026
Observer-Centric Salient Object DetectionOC-SODBench preference-driven (test)computer vision12Feb 26, 2026
Observer-Centric Salient Object DetectionOC-SODBench intent-driven (test)computer vision12Feb 26, 2026
Salient Object DetectionOC-SODBench free-viewing mode (test)computer vision12Feb 26, 2026
Object DetectionObjects365 (novel classes)computer vision12Feb 26, 2026
3D Object DetectionaiMotive (test)3d vision geometrycomputer vision12Feb 26, 2026
3D Object DetectionVoD 5-scans (val)3d vision geometrycomputer vision12Feb 26, 2026
Object DetectionSUN-RGBD-IS v1 (test)computer vision12Feb 26, 2026
Object DetectionSynthetic-to-Real Adaptation target (test)computer vision12Feb 26, 2026
Object DetectionWeather Adaptation target (test)computer vision12Feb 26, 2026
Object DetectionReal-to-Art Adaptation target (test)computer vision12Apr 6, 2026
Object DetectionUAV-PDD 2023 (test)computer vision12Feb 26, 2026
Object DetectionMSSD (test)computer vision12Mar 10, 2026