Organ Segmentation on All 121 classes v1 (test)
90.49DSCnnUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| nnUNetEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 90.49 | 3.6 | |
| SUNContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=96.7%2024.10 | 90.45 | 3.62 | |
| PVTEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 89.66 | 4.15 | |
| LoCo-PVTContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=16.7%2024.10 | 89.26 | 4.24 | |
| PLOPContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 41.65 | 46.27 | |
| PLOPContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 37.31 | 52.63 | |
| LISMOContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 23.14 | 73.88 | |
| MiBContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 20.04 | 119.06 | |
| LISMOContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 16.01 | 114.45 | |
| MiBContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 12.19 | 96 |