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ResearchFormerly WizWand

Domain-Generalized Segmentation on MUAD

32.18mIoURobustNet
23.0825.442527.80530.1675Nov 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RobustNetBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.1132.1872.02
CG-AugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=true2024.1131.3373.13
RPLBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.1129.8671.6
BaselineBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.1129.4768.63
RuleAugBackbone=DeepLabv3+, OOD Technique=false, DG Technique=true2024.1129.4269.22
PEBALBackbone=DeepLabv3+, OOD Technique=false, DG Technique=false2024.1129.0866.41
CG-AugBackbone=Mask2Former, OOD Technique=true, DG Technique=true2024.1128.4473.77
OOD + RuleAugBackbone=DeepLabv3+, OOD Technique=true, DG Technique=false2024.1127.8363.02
OOD + RuleAugBackbone=Mask2Former, OOD Technique=true, DG Technique=false2024.1126.2767.51
Mask2AnomalyBackbone=Mask2Former, OOD Technique=false, DG Technique=false2024.1123.4361.91