Clinical Downstream Task on Pri-SLJA
94.66AccuracyPPFTw/o noise (Upper Bound)
Evaluation results
| Method | Links | |
|---|---|---|
| PPFTw/o noise (Upper Bound)Backbone=Llama-3.1-8B2026.04 | 94.66 | |
| PPFTBackbone=Llama-3.1-8B2026.04 | 90.49 | |
| PPFTw/o noise (Upper Bound)Backbone=Llama-3.2-1B2026.04 | 90.03 | |
| PrivacyRestoreBackbone=Llama-3.1-8B2026.04 | 78.29 | |
| PPFTBackbone=Llama-3.2-1B2026.04 | 76.93 | |
| PPFTw/o stage2 (Lower Bound)Backbone=Llama-3.2-1B2026.04 | 46.48 | |
| PrivacyRestoreBackbone=Llama-3.2-1B2026.04 | 41.28 | |
| PPFTw/o stage2 (Lower Bound)Backbone=Llama-3.1-8B2026.04 | 40.36 | |
| ParaphraseBackbone=Llama-3.2-1B2026.04 | 37.7 | |
| ParaphraseBackbone=Llama-3.1-8B2026.04 | 37.31 | |
| dχ-privacyBackbone=Llama-3.1-8B2026.04 | 24.62 | |
| dχ-privacyBackbone=Llama-3.2-1B2026.04 | 20.18 |