Object Detection on Snow
83mAPLR-YOLOv8
Evaluation Results
| Method | Links | |
|---|---|---|
| LR-YOLOv8detector=YOLOv8, regularized=true2025.10 | 83 | |
| ConvIR→YOLOv8restoration=ConvIR, detector=YOLOv82025.10 | 80.5 | |
| GDIP→YOLOv8restoration=GDIP, detector=YOLOv82025.10 | 80.4 | |
| IA→YOLOv8restoration=IA, detector=YOLOv82025.10 | 80.3 | |
| FeatEnHancer→YOLOv8restoration=FeatEnHancer, detector=YOLOv82025.10 | 79.6 | |
| YOLOv8detector=YOLOv82025.10 | 60.8 | |
| Ground Truth2026.05 | 52.6 | |
| MWFormer2026.05 | 47 | |
| WeatherNet2026.05 | 44.2 | |
| WeatherDiffinference_strategy=sliding-window, sampling_timesteps=25, grid_cell_width=162026.05 | 43.7 | |
| WGWS-Net2026.05 | 43.5 | |
| Two-Stage2026.05 | 40.6 | |
| TransWeather2026.05 | 40.2 | |
| Input2026.05 | 33.2 |