Clinical Downstream Task on Pri-NLICE
90.49AccuracyPPFTw/o noise (Upper Bound)
Evaluation Results
| Method | Links | |
|---|---|---|
| PPFTw/o noise (Upper Bound)Backbone=Llama-3.1-8B2026.04 | 90.49 | |
| PPFTBackbone=Llama-3.1-8B2026.04 | 69.79 | |
| PPFTw/o noise (Upper Bound)Backbone=Llama-3.2-1B2026.04 | 66.22 | |
| PrivacyRestoreBackbone=Llama-3.1-8B2026.04 | 54.15 | |
| PPFTBackbone=Llama-3.2-1B2026.04 | 48.66 | |
| PrivacyRestoreBackbone=Llama-3.2-1B2026.04 | 42.77 | |
| dχ-privacyBackbone=Llama-3.1-8B2026.04 | 34.77 | |
| PPFTw/o stage2 (Lower Bound)Backbone=Llama-3.1-8B2026.04 | 31.38 | |
| PPFTw/o stage2 (Lower Bound)Backbone=Llama-3.2-1B2026.04 | 30.08 | |
| ParaphraseBackbone=Llama-3.1-8B2026.04 | 28.92 | |
| dχ-privacyBackbone=Llama-3.2-1B2026.04 | 26.31 | |
| ParaphraseBackbone=Llama-3.2-1B2026.04 | 17.53 |