Organ Segmentation on HNO 9 classes v1 (test)
84.95DSCnnUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| nnUNetEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 84.95 | 2.66 | |
| SUNContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=96.7%2024.10 | 84.79 | 2.67 | |
| PVTEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 84.67 | 2.7 | |
| LoCo-PVTContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=16.7%2024.10 | 82.9 | 3.08 | |
| PLOPContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 34.68 | 15.55 | |
| PLOPContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 22.78 | 11.09 | |
| LISMOContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 9.22 | 12.93 | |
| MiBContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 9.21 | 7.4 | |
| MiBContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 9.09 | 24.83 | |
| LISMOContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 8.93 | 9.13 |