Anomaly Segmentation on ACDC-POC
90.42APCG-Aug
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CG-AugBackbone=Mask2Former, OOD Technique=true, DG Technique=true2024.11 | 90.42 | 0.46 | |
| OOD + RuleAugBackbone=Mask2Former, OOD Technique=true, DG Technique=false2024.11 | 82.82 | 0.79 | |
| CG-AugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=true2024.11 | 82.41 | 1.01 | |
| OOD + RuleAugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=false2024.11 | 80.65 | 1.3 | |
| RPLBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 77.84 | 1.2 | |
| Mask2AnomalyBackbone=Mask2Former, OOD Technique=false, DG Technique=false2024.11 | 73.77 | 3.6 | |
| PEBALBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 20.67 | 14.35 | |
| RobustNetBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 4.39 | 62.65 | |
| BaselineBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.11 | 3.92 | 55.5 | |
| RuleAugBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.11 | 2.09 | 72.79 |