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ResearchFormerly WizWand

Semantic Segmentation on Mapillary target domain

47.49mIoUSelf-adaptation
32.1536.132540.11544.0975Aug 10, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Self-adaptationBackbone=ResNet-50, Source Domain=GTA2022.0847.49
Self-adaptationBackbone=ResNet-101, Source Domain=GTA2022.0847.49
WildNetBackbone=ResNet-101, Source Domain=GTA2022.0847.08
WildNetBackbone=ResNet-50, Source Domain=GTA2022.0846.09
FSDRBackbone=ResNet-101, Source Domain=GTA2022.0843.4
SAN-SAWBackbone=ResNet-50, Source Domain=GTA2022.0841.86
Self-adaptationBackbone=ResNet-50, Source Domain=SYNTHIA2022.0841.21
Self-adaptationBackbone=ResNet-101, Source Domain=SYNTHIA2022.0841.2
SAN-SAWBackbone=ResNet-101, Source Domain=GTA2022.0840.77
RobustNetBackbone=ResNet-50, Source Domain=GTA2022.0840.33
PINBackbone=ResNet-101, Source Domain=GTA2022.0839.71
FSDRBackbone=ResNet-101, Source Domain=SYNTHIA2022.0839.6
DRPCBackbone=ResNet-101, Source Domain=GTA2022.0838.05
PINBackbone=ResNet-50, Source Domain=GTA2022.0837.4
SAN-SAWBackbone=ResNet-101, Source Domain=SYNTHIA2022.0837.26
XDEDBackbone=ResNet-50, Source Domain=GTA2022.0837.1
SAN-SAWBackbone=ResNet-50, Source Domain=SYNTHIA2022.0834.52
DRPCBackbone=ResNet-50, Source Domain=GTA2022.0834.12
DRPCBackbone=ResNet-101, Source Domain=SYNTHIA2022.0834.12
DRPCBackbone=ResNet-50, Source Domain=SYNTHIA2022.0832.74