Multi-class Semantic Segmentation on ACDC (Dice and IoU per Class)
91.23Dice RVU-Net Transformer
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| U-Net TransformerProtocol=NoAug/NoVal2026.06 | 91.23 | 89.34 | 96.64 | 92.4 | 83.87 | 80.73 | 93.5 | 86.03 | 91.85 | 92.97 | 92.28 | 96.25 | |
| MS-DKC-UTrans-ABRProtocol=NoAug/NoVal2026.06 | 90.86 | 89.28 | 96.83 | 92.32 | 83.26 | 80.64 | 93.85 | 85.91 | 91.63 | 93.04 | 92.21 | 96.25 | |
| U-NetProtocol=NoAug/NoVal2026.06 | 90.72 | 89.04 | 96.65 | 92.14 | 83.02 | 80.25 | 93.52 | 85.6 | 91.76 | 92.56 | 92.02 | 96.11 | |
| DKC-HDNeXt-LiteProtocol=NoAug/NoVal2026.06 | 85.12 | 82.32 | 93.83 | 87.09 | 74.1 | 69.95 | 88.37 | 77.47 | 86.77 | 87.52 | 86.9 | 93.26 | |
| Shallow U-NetProtocol=NoAug/NoVal2026.06 | 77.66 | 81.61 | 90.04 | 83.1 | 63.48 | 68.93 | 81.89 | 71.43 | 82.89 | 83.43 | 82.85 | 88.43 |