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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
BEV Object Detection (Cyclist)KITTI official (test)computer vision5Feb 26, 2026
BEV Object Detection (Pedestrian)KITTI official (test)computer vision5Feb 26, 2026
Object DetectionUAVDT 19 (test)computer vision5Feb 26, 2026
Object DetectionDAIR-V2X (test)computer vision5Feb 26, 2026
Object DetectionGreenhouse Tomato Dataset (test)computer vision5Feb 26, 2026
Object DetectionShearography measurements (test)computer vision5Feb 26, 2026
3D Object DetectionDrone Dataset3d vision geometrycomputer vision5Feb 26, 2026
Object DetectionSFU Class Dcomputer vision5Feb 26, 2026
Object DetectionSFU Class A/Bcomputer vision5Feb 26, 2026
Auto-Vocabulary 3D Object DetectionSUNRGB-D (val)3d vision geometrycomputer vision5Feb 27, 2026
Object DetectionCore UI Object Dataset (test)computer vision5Feb 26, 2026
Object DetectionVisDrone 2019 (val-test)computer vision5Feb 26, 2026
Object DetectionOmniCount Fruits (test)computer vision5Feb 26, 2026
Object DetectionBlood Cell Detection (test)computer vision5Feb 26, 2026
Object DetectionAuto-RickshawImageBD (test)computer vision5Feb 26, 2026
Object DetectionYoung VRU (custom subset)computer vision5Feb 26, 2026
Object DetectionOpenThermalPose 2 (val)computer vision5Feb 26, 2026
Object DetectionLLVIP (val)computer vision5Feb 26, 2026
Object DetectionPKU-PCBcomputer vision5Feb 26, 2026
Object DetectionPKU-PCB (test)computer vision5Feb 26, 2026
Video Salient Object DetectionViDSODcomputer vision5Feb 26, 2026
Video Salient Object DetectionDVisalcomputer vision5Feb 26, 2026
Video Salient Object DetectionRDVScomputer vision5Feb 26, 2026
Object DetectionLEVIR (test)computer vision5Feb 26, 2026
Object DetectionHRRSD (test)computer vision5Feb 26, 2026