Knee Cartilage Segmentation on D2
94.14DiceMonoUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MonoUNetParams (k)=1.39, FLOPS (G)=0.15, Training Dataset=D12026.04 | 94.14 | 0.149 | |
| Rater 1Training Dataset=D12026.04 | 93.21 | 0.139 | |
| Rater 2Training Dataset=D12026.04 | 92.35 | 0.169 | |
| TinyU-NetParams (k)=481.17, FLOPS (G)=3.33, Training Dataset=D12026.04 | 87.88 | 0.19 | |
| CMUNeXt-SParams (k)=417.50, FLOPS (G)=2.18, Training Dataset=D12026.04 | 73.33 | 0.367 | |
| Med-NCAParams (k)=70.02, FLOPS (G)=310.31, Training Dataset=D12026.04 | 71.92 | 0.304 | |
| UNeXtParams (k)=1471.94, FLOPS (G)=4.59, Training Dataset=D12026.04 | 38.54 | 0.934 |