Anomaly Segmentation on MUAD
45.65APCG-Aug
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CG-AugBackbone=Mask2Former, OOD Technique=true, DG Technique=true2024.11 | 45.65 | 24.7 | |
| Mask2AnomalyBackbone=Mask2Former, OOD Technique=false, DG Technique=false2024.11 | 39.32 | 41.24 | |
| CG-AugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=true2024.11 | 36.08 | 18.74 | |
| RPLBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 27.7 | 24.45 | |
| OOD + RuleAugBackbone=Mask2Former, OOD Technique=true, DG Technique=false2024.11 | 25.43 | 41.15 | |
| OOD + RuleAugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=false2024.11 | 20.97 | 20.37 | |
| PEBALBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 7.81 | 47.56 | |
| RobustNetBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 2.27 | 58.64 | |
| BaselineBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 1.34 | 72.78 | |
| RuleAugBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 0.99 | 81.08 |