Semantic Segmentation on Foggy Zurich (FZ) v2 (test)
48.4mIoUFIFO
Evaluation results
| Method | Links | |
|---|---|---|
| FIFOTrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=true, Train GoPro=true2022.04 | 48.4 | |
| FIFO2022.04 | 48.4 | |
| CMAda3+Train Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=true, Train GoPro=true2022.04 | 46.8 | |
| CMAda3+Number of stages for curriculum learning=3, Fog densification=true2022.04 | 46.8 | |
| CMAda3Number of stages for curriculum learning=3, Fog densification=false2022.04 | 43.7 | |
| DANN-GramTrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=true, Train GoPro=true2022.04 | 43.4 | |
| CMAda2+Train Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=true, Train GoPro=true2022.04 | 43.4 | |
| CMAda2+Number of stages for curriculum learning=2, Fog densification=true2022.04 | 43.4 | |
| DANNTrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=true, Train GoPro=true2022.04 | 43.1 | |
| CMAda2Number of stages for curriculum learning=2, Fog densification=false2022.04 | 42.9 | |
| AdvEntTrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=false, Train GoPro=true2022.04 | 39.7 | |
| CMAda1Number of stages for curriculum learning=1, Fog densification=false2022.04 | 38.9 | |
| RefineNetTrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=false, Train GoPro=false2022.04 | 34.6 | |
| RefineNet-lwTrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=false, Train GoPro=false2022.04 | 28.5 | |
| AdSegNetTrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=false, Train GoPro=true2022.04 | 25 | |
| FDATrain Clear-weather Cityscapes=true, Train Synthetic & Real fog SDBF=false, Train GoPro=true2022.04 | 22.2 |