Semantic Segmentation on SYNTHIA to {Cityscapes, Mapillary, BDDS} (test)
57.99mIoU (Cityscapes)tqdm
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| tqdmPre-training=EVA02-CLIP2024.07 | 57.99 | 54.87 | 52.43 | 55.1 | |
| VLTSegPre-training=EVA02-CLIP2024.07 | 56.8 | 54.5 | 50.5 | 53.93 | |
| IBAFormer2024.07 | 50.92 | 50.58 | 44.66 | 48.72 | |
| TLDR2024.07 | 42.6 | 37.46 | 35.46 | 38.51 | |
| IDABackbone=ResNet-101, Access to target domain (Cityscapes)=true2021.03 | 41.7 | 36.5 | 37 | 38.4 | |
| CBSTBackbone=ResNet-101, Access to target domain (Cityscapes)=true2021.03 | 41.4 | 37.1 | 37.6 | 38.7 | |
| FDABackbone=ResNet-101, Access to target domain (Cityscapes)=true2021.03 | 41.2 | 36.1 | 36.4 | 37.9 | |
| SAN-SAW2024.07 | 40.87 | 37.26 | 35.98 | 38.04 | |
| FSDRBackbone=ResNet-101, Access to target domain (Cityscapes)=false2021.03 | 40.8 | 39.6 | 37.4 | 39.3 | |
| IDABackbone=VGG-16, Access to target domain (Cityscapes)=true2021.03 | 38.6 | 34.2 | 32.7 | 35.1 | |
| AdaSeg.Backbone=ResNet-101, Access to target domain (Cityscapes)=true2021.03 | 38.2 | 36.1 | 35.3 | 36.5 | |
| CBSTBackbone=VGG-16, Access to target domain (Cityscapes)=true2021.03 | 38.2 | 33.5 | 32.2 | 34.6 | |
| MinEntBackbone=ResNet-101, Access to target domain (Cityscapes)=true2021.03 | 38.1 | 35.8 | 35.5 | 36.4 | |
| FDABackbone=VGG-16, Access to target domain (Cityscapes)=true2021.03 | 37.9 | 33.1 | 31.8 | 34.2 | |
| FSDRBackbone=VGG-16, Access to target domain (Cityscapes)=false2021.03 | 37.9 | 37.2 | 34.1 | 36.4 | |
| DRPCBackbone=ResNet-101, Access to target domain (Cityscapes)=false2021.03 | 37.6 | 34.1 | 34.3 | 35.4 | |
| IBN-NetBackbone=ResNet-101, Access to target domain (Cityscapes)=false2021.03 | 37.5 | 33.7 | 33 | 34.7 | |
| DRPCBackbone=VGG-16, Access to target domain (Cityscapes)=false2021.03 | 35.5 | 32.2 | 29.5 | 32.4 | |
| IBN-NetBackbone=VGG-16, Access to target domain (Cityscapes)=false2021.03 | 33.9 | 31.1 | 30.4 | 31.8 | |
| AdaSeg.Backbone=VGG-16, Access to target domain (Cityscapes)=true2021.03 | 32.6 | 30.3 | 29.4 | 30.8 | |
| MinEntBackbone=VGG-16, Access to target domain (Cityscapes)=true2021.03 | 31.4 | 29.8 | 28.9 | 30 |