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ResearchFormerly WizWand

Semantic Segmentation on Rainy Cityscapes (val) (Size-Binned mIoU)

30.42mIoU (25mm bin)MRFP+
19.65622.450525.24528.0395Nov 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MRFP+Backbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1130.4223.7419.2515.2825.87
MRFPBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1128.2921.8617.0512.7923.57
WildNetBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization, Dataset Modification=ImageNet replaced with source dataset2023.1127.0419.1713.949.4521.67
ISWBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1123.717.9313.5310.3920.37
IBN-NetBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.1120.0714.8511.168.817.61