Semantic Segmentation on Rainy Cityscapes (val) (Size-Binned mIoU)
30.42mIoU (25mm bin)MRFP+
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MRFP+Backbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.11 | 30.42 | 23.74 | 19.25 | 15.28 | 25.87 | |
| MRFPBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.11 | 28.29 | 21.86 | 17.05 | 12.79 | 23.57 | |
| WildNetBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization, Dataset Modification=ImageNet replaced with source dataset2023.11 | 27.04 | 19.17 | 13.94 | 9.45 | 21.67 | |
| ISWBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.11 | 23.7 | 17.93 | 13.53 | 10.39 | 20.37 | |
| IBN-NetBackbone=ResNet-50, Training Dataset=GTAV, Evaluation Protocol=Domain Generalization2023.11 | 20.07 | 14.85 | 11.16 | 8.8 | 17.61 |