Named Entity Recognition on OntoNotes (Backward Transfer)
24.9Backward Transfer (BWT)DP-SGD (no replay)
Evaluation results
| Method | Links | |
|---|---|---|
| DP-SGD (no replay)Privacy budget (epsilon)=4, Seeds=52026.05 | 24.9 | |
| CSLR-NoAnchor (Random)Privacy budget (epsilon)=4, Seeds=52026.05 | 20.7 | |
| FedCIL + DPPrivacy budget (epsilon)=4, Seeds=52026.05 | 19.3 | |
| CSLR-NearestMeanPrivacy budget (epsilon)=4, Seeds=52026.05 | 17.9 | |
| DP-Stat-SharePrivacy budget (epsilon)=4, Seeds=52026.05 | 17.5 | |
| CSLR-HungarianPrivacy budget (epsilon)=4, Seeds=52026.05 | 15.6 | |
| CSLR-OptimalTransportPrivacy budget (epsilon)=4, Seeds=52026.05 | 15.1 | |
| CSLR (ours)Privacy budget (epsilon)=4, Seeds=52026.05 | 12 |