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Semantic Segmentation on Dark Zurich 1.0 (test)

90.4Road IoUDANNet
67.93673.76879.685.432Apr 22, 2021

Evaluation results

MethodLinks
DANNetBackbone=PSPNet2021.0490.460.17133.622.930.634.333.770.531.880.245.741.667.416.807331.622.945.2
DANNetBackbone=RefineNet2021.04905474.84121.12526.830.27226.2844733.968.2190.366.438.323.644.3
DANNetBackbone=DeepLab-v22021.0488.653.469.834202531.535.969.532.282.344.243.754.1220.140.93624.142.5
AdaptSegNetAdaptation=Cityscapes → DZ-night2021.0486.144.255.122.24.821.15.616.737.28.41.235.926.768.245.1050.133.915.630.4
ADVENTAdaptation=Cityscapes → DZ-night2021.0485.837.955.527.714.523.11421.132.18.7239.916.66413.8058.828.520.729.7
BDLAdaptation=Cityscapes → DZ-night2021.0485.341.161.932.717.420.611.421.329.48.91.137.422.163.228.2047.739.415.730.8
GCMA2021.0481.746.958.8222041.240.541.664.83132.153.547.575.539.2049.630.72142
MGCDA2021.0480.349.366.27.81141.438.93964.11855.852.153.574.766037.529.122.742.5
DeepLab-v2Training Dataset=Cityscapes2021.047921.85313.311.222.520.222.143.510.41837.433.864.16.4052.330.47.428.8
PSPNetTraining Dataset=Cityscapes2021.0478.21951.215.510.630.328.92256.713.320.838.221.852.11.6053.223.210.728.8
DMAda2021.0475.529.148.621.314.334.336.829.949.413.80.443.350.269.418.4027.634.911.932.1
RefineNetTraining Dataset=Cityscapes2021.0468.823.246.820.812.629.830.426.943.114.30.336.949.763.66.80.22433.69.328.5