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ResearchFormerly WizWand

Semantic Segmentation on Foggy Cityscapes (val)

40.67mIoUMRFP+
26.723630.344333.96537.5857Nov 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MRFP+Backbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1140.67
WildNetBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization, Dataset Modification=ImageNet replaced with source dataset2023.1138.75
MRFPBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1137.9
ISWBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1136.3
IBN-NetBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1133.18
MRFPBackbone=MobileNetv2, Framework=DeepLabV3+, Training Source=GTAV2023.1132.97
ISWBackbone=MobileNetv2, Framework=DeepLabV3+, Training Source=GTAV2023.1130.7
IBN-NetBackbone=MobileNetv2, Framework=DeepLabV3+, Training Source=GTAV2023.1130.03
BaselineBackbone=MobileNetv2, Framework=DeepLabV3+, Training Source=GTAV2023.1127.26