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ResearchFormerly WizWand

Domain-Generalized Segmentation on ACDC-POC

54.12mIoUCG-Aug
45.248847.551949.85552.1581Nov 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CG-AugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=true2024.1154.1285.07
CG-AugBackbone=Mask2Former, OOD Technique=true, DG Technique=true2024.1151.7583.16
OOD + RuleAugBackbone=Mask2Former, OOD Technique=true, DG Technique=false2024.1150.3682.83
RuleAugBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.1148.681.79
RobustNetBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.1147.4182.41
Mask2AnomalyBackbone=Mask2Former, OOD Technique=false, DG Technique=false2024.1147.3283.1
BaselineBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.1146.8978.57
OOD + RuleAugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=false2024.1146.7673.08
RPLBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.1146.3578.96
PEBALBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.1145.5981.28