Domain-Generalized Segmentation on MUAD
32.18mIoURobustNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RobustNetBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 32.18 | 72.02 | |
| CG-AugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=true2024.11 | 31.33 | 73.13 | |
| RPLBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 29.86 | 71.6 | |
| BaselineBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 29.47 | 68.63 | |
| RuleAugBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 29.42 | 69.22 | |
| PEBALBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 29.08 | 66.41 | |
| CG-AugBackbone=Mask2Former, OOD Technique=true, DG Technique=true2024.11 | 28.44 | 73.77 | |
| OOD + RuleAugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=false2024.11 | 27.83 | 63.02 | |
| OOD + RuleAugBackbone=Mask2Former, OOD Technique=true, DG Technique=false2024.11 | 26.27 | 67.51 | |
| Mask2AnomalyBackbone=Mask2Former, OOD Technique=false, DG Technique=false2024.11 | 23.43 | 61.91 |