Continual Semantic Segmentation on Med Semi-Supervised-JASCL (Sessions 0-5)
73.6Session 0 Dice ScoreJASCL
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| JASCLBackbone=U-Net2026.05 | 73.6 | 55.4 | 44.5 | 41.4 | 5.8 | 36.8 | |
| U-Net VanillaBackbone=U-Net2026.05 | 70 | 7.6 | 5.8 | 4.7 | 3 | 4.3 | |
| NNCSLBackbone=U-Net2026.05 | 70 | 4.8 | 4.8 | 3 | 1.1 | 4 | |
| UaD-CEBackbone=U-Net2026.05 | 70 | 8.2 | 7.5 | 6.7 | 3.1 | 4.9 | |
| MedFormer VanillaBackbone=MedFormer2026.05 | 65.9 | 6.5 | 6.2 | 5.9 | 5.1 | 4 | |
| UaD-CEBackbone=MedFormer2026.05 | 65.9 | 5.2 | 4.8 | 6.5 | 3.7 | 3.2 | |
| NNCSLBackbone=MedFormer2026.05 | 65.9 | 14.2 | 9.5 | 14.4 | 1 | 4.8 | |
| CSLBackbone=MedFormer2026.05 | 65.9 | 4 | 2 | 0 | 0 | 0 | |
| JASCLBackbone=MedFormer2026.05 | 64 | 43.1 | 36.8 | 33.5 | 32.3 | 29.3 |