Semantic Segmentation on MARIDA
81Macro PrecisionUNet
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UNetLoss Function=Xent2022.10 | 81 | 88 | 92 | 71 | 88 | 88 | 72 | 88 | 87 | 88 | 61 | |
| Residual Attention UNetLoss Function=Xent2022.10 | 81 | 95 | 96 | 77 | 95 | 95 | 77 | 95 | 95 | 95 | 67 | |
| Attention UNetLoss Function=Xent2022.10 | 78 | 92 | 93 | 74 | 92 | 92 | 74 | 92 | 92 | 92 | 62 | |
| UNet-MARIDALoss Function=Xent2022.10 | 74 | 89 | 91 | 69 | 89 | 89 | 69 | 89 | 89 | 89 | 57 | |
| UNetLoss Function=Dice2022.10 | 69 | 90 | 92 | 61 | 90 | 90 | 63 | 90 | 90 | 90 | 54 | |
| UNetLoss Function=Focal2022.10 | 57 | 90 | 91 | 45 | 90 | 90 | 45 | 90 | 90 | 90 | 38 |