Organ Segmentation on CHO 16 classes v1 (test)
84.48DSCnnUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| nnUNetEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 84.48 | 5.14 | |
| SUNContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=96.7%2024.10 | 84.33 | 5.2 | |
| PVTEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 83.56 | 5.25 | |
| LoCo-PVTContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=16.7%2024.10 | 81.51 | 5.77 | |
| LISMOContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 79.49 | 7.36 | |
| PLOPContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 79.47 | 7.09 | |
| MiBContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 78.65 | 7.23 | |
| PLOPContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 66.98 | 19.6 | |
| LISMOContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 43.07 | 29.07 | |
| MiBContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 28.55 | 20.36 |