Domain-Generalized Segmentation on ACDC-POC
54.12mIoUCG-Aug
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CG-AugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=true2024.11 | 54.12 | 85.07 | |
| CG-AugBackbone=Mask2Former, OOD Technique=true, DG Technique=true2024.11 | 51.75 | 83.16 | |
| OOD + RuleAugBackbone=Mask2Former, OOD Technique=true, DG Technique=false2024.11 | 50.36 | 82.83 | |
| RuleAugBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 48.6 | 81.79 | |
| RobustNetBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 47.41 | 82.41 | |
| Mask2AnomalyBackbone=Mask2Former, OOD Technique=false, DG Technique=false2024.11 | 47.32 | 83.1 | |
| BaselineBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 46.89 | 78.57 | |
| OOD + RuleAugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=false2024.11 | 46.76 | 73.08 | |
| RPLBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 46.35 | 78.96 | |
| PEBALBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 45.59 | 81.28 |