Brain Tissue Segmentation on IBSR (val)
99.12AccuracyIF-UNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IF-UNetlambda=1.2, epochs=100, batch size=22026.02 | 99.12 | 98.79 | 97.62 | |
| IF-UNetlambda=0.9, epochs=100, batch size=22026.02 | 99.1 | 98.48 | 97.03 | |
| IF-UNetlambda=0.5, epochs=100, batch size=22026.02 | 99.04 | 98.67 | 97.39 | |
| IF-UNetlambda=1.5, epochs=100, batch size=22026.02 | 99 | 98.5 | 97.05 | |
| Attention UNetepochs=100, batch size=22026.02 | 98.98 | 92.11 | 85.43 | |
| UNetepochs=100, batch size=22026.02 | 98.86 | 98.41 | 96.88 |