Multi-class Segmentation on Multi-class Covid-19 Segmentation dataset (test)
68.71Avg F1-SPAG-TransYnet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PAG-TransYnetArchitecture=Proposed2024.04 | 68.71 | 51.03 | 24.22 | — | — | — | — | |
| EMB-TrAttUnetArchitecture=Hybrid2024.04 | 65.16 | 48.18 | 27.47 | — | — | — | — | |
| UCTransNetArchitecture=Transformer2024.04 | 58.33 | 41.41 | 34.67 | — | — | — | — | |
| MISSFormerArchitecture=Transformer2024.04 | 56.7 | 39.79 | 42.08 | — | — | — | — | |
| CopleNetArchitecture=CNN2024.04 | 54.64 | 31.355 | 39.04 | — | — | — | — | |
| Att-UnetArchitecture=CNN2024.04 | 51.92 | 34.85 | 35.84 | — | — | — | — | |
| U-NetArchitecture=CNN2024.04 | 48.58 | 32.79 | 35.69 | — | — | — | — | |
| AnamNetArchitecture=CNN2024.04 | 48.53 | 34.875 | 34.78 | — | — | — | — | |
| Unet++Architecture=CNN2024.04 | 48.51 | 41.48 | 44.06 | — | — | — | — | |
| SwinUnetArchitecture=Transformer2024.04 | 47.47 | 31.11 | 39.42 | — | — | — | — | |
| SCOATNETArchitecture=CNN2024.04 | 45.07 | 37.06 | 30.99 | — | — | — | — | |
| MTUnetArchitecture=Transformer2024.04 | 42.3 | 30.6 | 37.5 | — | — | — | — |