Organ Segmentation on TotalSeg 103 classes v1 (test)
91.93DSCSUN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SUNContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=96.7%2024.10 | 91.93 | 3.44 | |
| nnUNetEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 91.93 | 3.44 | |
| LoCo-PVTContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=16.7%2024.10 | 91.07 | 4.09 | |
| PVTEvaluation Protocol=Single Task Upperbound, PIR=300%2024.10 | 91.07 | 4.09 | |
| PLOPContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 37.92 | 53.49 | |
| PLOPContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 31.58 | 63.78 | |
| LISMOContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 15.01 | 90.54 | |
| LISMOContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 11.71 | 137.65 | |
| MiBContinual Learning Order=Order B: TotalSeg → HNO → CHO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 11.24 | 145.78 | |
| MiBContinual Learning Order=Order A: TotalSeg → CHO → HNO → EsoTumor, Evaluation Protocol=Continual Learning, PIR=0%2024.10 | 9.18 | 116.38 |