Segmentation on D0 evaluated after training on D2
94.4DiceMonoUNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MonoUNetParams (k)=1.39, FLOPS (G)=0.15, Training Dataset=D22026.04 | 94.4 | 0.142 | |
| UNeXtParams (k)=1471.94, FLOPS (G)=4.59, Training Dataset=D22026.04 | 94.32 | 0.116 | |
| CMUNeXt-SParams (k)=417.50, FLOPS (G)=2.18, Training Dataset=D22026.04 | 94.09 | 0.134 | |
| MonoUNetParams (k)=1.39, FLOPS (G)=0.152026.04 | 93.77 | 0.146 | |
| TinyU-NetParams (k)=481.17, FLOPS (G)=3.33, Training Dataset=D22026.04 | 93.63 | 0.145 | |
| Rater 1Training Dataset=D22026.04 | 93.63 | 0.124 | |
| Rater 12026.04 | 93.21 | 0.139 | |
| CMUNeXt-SParams (k)=417.50, FLOPS (G)=2.182026.04 | 93.17 | 0.138 | |
| Rater 2Training Dataset=D22026.04 | 92.9 | 0.145 | |
| Rater 22026.04 | 92.35 | 0.169 | |
| TinyU-NetParams (k)=481.17, FLOPS (G)=3.332026.04 | 92.25 | 0.151 | |
| Med-NCAParams (k)=70.02, FLOPS (G)=310.312026.04 | 91.7 | 0.122 | |
| Med-NCAParams (k)=70.02, FLOPS (G)=310.31, Training Dataset=D22026.04 | 91.37 | 0.133 | |
| UNeXtParams (k)=1471.94, FLOPS (G)=4.592026.04 | 91 | 0.127 |