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Object Detection on Snow

83mAPLR-YOLOv8
31.20844.65458.171.546Oct 28, 2025Nov 29, 2025Jan 1, 2026Feb 3, 2026Mar 8, 2026Apr 10, 2026May 13, 2026

Evaluation results

MethodLinks
LR-YOLOv8detector=YOLOv8, regularized=true2025.1083
ConvIR→YOLOv8restoration=ConvIR, detector=YOLOv82025.1080.5
GDIP→YOLOv8restoration=GDIP, detector=YOLOv82025.1080.4
IA→YOLOv8restoration=IA, detector=YOLOv82025.1080.3
FeatEnHancer→YOLOv8restoration=FeatEnHancer, detector=YOLOv82025.1079.6
YOLOv8detector=YOLOv82025.1060.8
Ground Truth2026.0552.6
MWFormer2026.0547
WeatherNet2026.0544.2
WeatherDiffinference_strategy=sliding-window, sampling_timesteps=25, grid_cell_width=162026.0543.7
WGWS-Net2026.0543.5
Two-Stage2026.0540.6
TransWeather2026.0540.2
Input2026.0533.2