Clinical Downstream Task on Pri-DDX
92.75AccuracyPPFTw/o noise (Upper Bound)
Evaluation results
| Method | Links | |
|---|---|---|
| PPFTw/o noise (Upper Bound)Backbone=Llama-3.1-8B2026.04 | 92.75 | |
| PPFTw/o noise (Upper Bound)Backbone=Llama-3.2-1B2026.04 | 70.71 | |
| PPFTBackbone=Llama-3.1-8B2026.04 | 59.15 | |
| PrivacyRestoreBackbone=Llama-3.1-8B2026.04 | 57.84 | |
| PrivacyRestoreBackbone=Llama-3.2-1B2026.04 | 51.5 | |
| ParaphraseBackbone=Llama-3.1-8B2026.04 | 46.48 | |
| PPFTBackbone=Llama-3.2-1B2026.04 | 45.37 | |
| PPFTw/o stage2 (Lower Bound)Backbone=Llama-3.2-1B2026.04 | 37.07 | |
| PPFTw/o stage2 (Lower Bound)Backbone=Llama-3.1-8B2026.04 | 34.6 | |
| dχ-privacyBackbone=Llama-3.2-1B2026.04 | 31.76 | |
| ParaphraseBackbone=Llama-3.2-1B2026.04 | 23.82 | |
| dχ-privacyBackbone=Llama-3.1-8B2026.04 | 23.11 |