Virtual Staining on MIST Averaged Domains (Continual Learning)
48.3852FIDInitial
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| InitialEvaluation Stage=After first-stage training, Training Sequence Order=Ki67→PR→ER→HER22026.07 | 48.3852 | 50.598 | 14.5974 | 15.64 | 0.2666 | |
| ContiStainEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.07 | 51.9917 | 63.9831 | 14.741 | 16.37 | 0.2711 | |
| iCaRLEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.07 | 55.9826 | 81.69 | 13.4792 | 13.89 | 0.2776 | |
| LWFEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.07 | 56.4544 | 70.2778 | 14.8404 | 16.94 | 0.2766 | |
| Seq-FTEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.07 | 64.1188 | 161.7601 | 13.5295 | 14.44 | 0.2887 | |
| EWCEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.07 | 70.5058 | 193.4794 | 14.1416 | 16.21 | 0.2923 |