Object Detection on M3FD Night
0.968mAP@0.5InfraNet-RGB-IR
Evaluation Results
| Method | Links | |
|---|---|---|
| InfraNet-RGB-IRBackbone=YOLOv82026.07 | 0.968 | |
| InfraNet-RGB-IRBackbone=YOLOv122026.07 | 0.967 | |
| InfraNet-RGB-IRBackbone=YOLOv52026.07 | 0.966 | |
| InfraNet-IRBackbone=YOLOv52026.07 | 0.923 | |
| InfraNet-IRBackbone=YOLOv122026.07 | 0.923 | |
| InfraNet-IRBackbone=YOLOv82026.07 | 0.921 | |
| EAEFIntegration=YoloV52023.03 | 0.895 | |
| TarDAL2023.03 | 0.893 | |
| Yolov52023.03 | 0.873 | |
| U2F2023.03 | 0.868 | |
| RGBModality=RGB2023.03 | 0.863 | |
| ThermalModality=Thermal2023.03 | 0.852 | |
| TarDALBackbone=YOLOv52026.07 | 0.816 | |
| MFEIFBackbone=CNN2026.07 | 0.812 | |
| GANMcCBackbone=CNN2026.07 | 0.811 | |
| DenseFuseBackbone=Dense-CNN2026.07 | 0.806 | |
| RFNBackbone=RFN2026.07 | 0.803 | |
| FusionGANBackbone=CNN2026.07 | 0.798 | |
| InfraredBackbone=YOLOv52026.07 | 0.795 | |
| VisibleBackbone=YOLOv52026.07 | 0.787 | |
| U2FusionBackbone=VGG-162026.07 | 0.783 | |
| DDcGANBackbone=CNN2026.07 | 0.771 |