Task-oriented Dialogue on MultiWOZ
20.6Backward Transfer (BWT)DP-SGD (no replay)
Evaluation results
| Method | Links | |
|---|---|---|
| DP-SGD (no replay)Privacy budget (epsilon)=4, Seeds=52026.05 | 20.6 | |
| CSLR-NoAnchor (Random)Privacy budget (epsilon)=4, Seeds=52026.05 | 17.7 | |
| FedCIL + DPPrivacy budget (epsilon)=4, Seeds=52026.05 | 17.2 | |
| CSLR-NearestMeanPrivacy budget (epsilon)=4, Seeds=52026.05 | 15.4 | |
| DP-Stat-SharePrivacy budget (epsilon)=4, Seeds=52026.05 | 15 | |
| CSLR-HungarianPrivacy budget (epsilon)=4, Seeds=52026.05 | 13.1 | |
| CSLR-OptimalTransportPrivacy budget (epsilon)=4, Seeds=52026.05 | 12.6 | |
| CSLR (ours)Privacy budget (epsilon)=4, Seeds=52026.05 | 9.9 |