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ResearchFormerly WizWand

Object Detection on PKU-DAVIS-SOD 9

57.5AP50NRE-Net
29.52436.78744.0551.313Aug 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
NRE-NetModel Type=Multi-modal, Pub. & Year=ICME’2026, Input=RGB, Event Frame2025.0857.529
SFNetModel Type=Multi-modal, Pub. & Year=TITS’2024, Input=RGB, Event Frame2025.0854.325.7
YOLOv7Model Type=RGB-ONLY, Pub. & Year=CVPR’2023, Input=RGB2025.0852.726.4
YOLOXModel Type=RGB-ONLY, Pub. & Year=arXiv’2021, Input=RGB2025.0851.424.3
SODFormerModel Type=Multi-modal, Pub. & Year=TPAMI’2023, Input=RGB, Event Frame2025.0850.420.7
YOLOv5Model Type=RGB-ONLY, Pub. & Year=arXiv’2020, Input=RGB2025.0850.222.6
SMambaModel Type=Event-ONLY, Pub. & Year=AAAI’2025, Input=Voxel2025.0847.923.5
SASTModel Type=Event-ONLY, Pub. & Year=CVPR’2024, Input=Voxel2025.0846.222.1
EOLOModel Type=Multi-modal, Pub. & Year=ICRA’2024, Input=RGB, Event Frame2025.0844.819.4
RVTModel Type=Event-ONLY, Pub. & Year=CVPR’2023, Input=Voxel2025.0844.120.3
YOLOXModel Type=Event-ONLY, Pub. & Year=arXiv’2021, Input=Event Frame2025.0843.720.5
RENetModel Type=Multi-modal, Pub. & Year=ICRA’2023, Input=RGB, E-TMA2025.0842.518.7
FPN-fusionModel Type=Multi-modal, Pub. & Year=ICRA’2022, Input=RGB, Voxel2025.0840.315.2
RetinaNetModel Type=RGB-ONLY, Pub. & Year=CVPR’2017, Input=RGB2025.0839.213.9
DMANetModel Type=Event-ONLY, Pub. & Year=AAAI’2023, Input=EventPillars2025.0830.612.1