Semantic Segmentation on ACDC Snow (test)
76.21mIoUMask2Former
Evaluation results
| Method | Links | |
|---|---|---|
| Mask2Formervariation degree=c=1.02024.03 | 76.21 | |
| Segmentervariation degree=c=1.02024.03 | 75.22 | |
| Segformervariation degree=c=1.02024.03 | 71.91 | |
| Mask2Formervariation degree=c=2.02024.03 | 70.24 | |
| Segmentervariation degree=c=2.02024.03 | 68.03 | |
| Segformervariation degree=c=2.02024.03 | 67.85 | |
| OCRNetvariation degree=c=1.02024.03 | 67.71 | |
| CLOUDSEncoder=ConvNext-L, zero-shot Domain Adaptation=true2023.12 | 65.3 | |
| DeepLabV3+variation degree=c=1.02024.03 | 65.14 | |
| DeepLabV3+variation degree=c=2.02024.03 | 63.79 | |
| OCRNetvariation degree=c=2.02024.03 | 63.55 | |
| Mask2Formervariation degree=c=3.02024.03 | 63.49 | |
| Segmentervariation degree=c=3.02024.03 | 62.09 | |
| Segformervariation degree=c=3.02024.03 | 60.88 | |
| OCRNetvariation degree=c=3.02024.03 | 60.29 | |
| DeepLabV3+variation degree=c=3.02024.03 | 59.2 | |
| ROSETTAtest-time adaptation=true2026.04 | 57.41 | |
| TENTtest-time adaptation=true2026.04 | 57.16 | |
| TENT + UniEnttest-time adaptation=true2026.04 | 57.02 | |
| TENT + UniEnt+test-time adaptation=true2026.04 | 56.99 | |
| CLOUDSEncoder=ResNet-50, zero-shot Domain Adaptation=true2023.12 | 52.1 | |
| CLOUDSEncoder=ResNet-101, zero-shot Domain Adaptation=true2023.12 | 51.3 | |
| PODAEncoder=ResNet-50, zero-shot Domain Adaptation=true2023.12 | 43.9 | |
| CLIPStylerzero-shot Domain Adaptation=true2023.12 | 41 |