Text Classification on AG News (Backward Transfer)
7.1Backward Transfer (BWT)CSLR (ours)
Evaluation results
| Method | Links | |
|---|---|---|
| CSLR (ours)Privacy budget (epsilon)=4, Seeds=52026.05 | 7.1 | |
| CSLR-OptimalTransportPrivacy budget (epsilon)=4, Seeds=52026.05 | 9.6 | |
| CSLR-HungarianPrivacy budget (epsilon)=4, Seeds=52026.05 | 10.1 | |
| DP-Stat-SharePrivacy budget (epsilon)=4, Seeds=52026.05 | 11.2 | |
| CSLR-NearestMeanPrivacy budget (epsilon)=4, Seeds=52026.05 | 11.9 | |
| FedCIL + DPPrivacy budget (epsilon)=4, Seeds=52026.05 | 13.5 | |
| CSLR-NoAnchor (Random)Privacy budget (epsilon)=4, Seeds=52026.05 | 14.8 | |
| DP-SGD (no replay)Privacy budget (epsilon)=4, Seeds=52026.05 | 18.4 |