Object Detection on M3FD (Overcast)
88.7mAP@0.5InfraNet-RGB-IR
Evaluation Results
| Method | Links | |
|---|---|---|
| InfraNet-RGB-IRBackbone=YOLOv122026.07 | 88.7 | |
| InfraNet-RGB-IRBackbone=YOLOv82026.07 | 87.4 | |
| InfraNet-RGB-IRBackbone=YOLOv52026.07 | 86.8 | |
| VisibleBackbone=YOLOv52026.07 | 82.4 | |
| TarDALBackbone=YOLOv52026.07 | 82.3 | |
| FusionGANBackbone=CNN2026.07 | 81.6 | |
| InfraNet-IRBackbone=YOLOv82026.07 | 81.4 | |
| InfraNet-IRBackbone=YOLOv52026.07 | 81.2 | |
| InfraNet-IRBackbone=YOLOv122026.07 | 80.8 | |
| InfraredBackbone=YOLOv52026.07 | 80.3 | |
| RFNBackbone=RFN2026.07 | 79.6 | |
| GANMcCBackbone=CNN2026.07 | 79.6 | |
| U2FusionBackbone=VGG-162026.07 | 79.3 | |
| EAEFIntegration=YoloV52023.03 | 78.6 | |
| DDcGANBackbone=CNN2026.07 | 78 | |
| MFEIFBackbone=CNN2026.07 | 77 | |
| DenseFuseBackbone=Dense-CNN2026.07 | 75.9 | |
| TarDAL2023.03 | 74.1 | |
| Yolov52023.03 | 73.2 | |
| U2F2023.03 | 73.1 | |
| RGBModality=RGB2023.03 | 72.9 | |
| ThermalModality=Thermal2023.03 | 72.7 |