Inversion Attack Recovery on iCliniq
99.99PrecisionActInv
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ActInvModel=Qwen3-1.7B2026.05 | 99.99 | 99.9 | 99 | |
| ActInvModel=Qwen3-4B2026.05 | 99.94 | 99.84 | 99 | |
| ActInvModel=Qwen3-30B2026.05 | 99.9 | 99.47 | 99 | |
| ActInvModel=Qwen3-8B2026.05 | 99.82 | 99.28 | 98 | |
| ActInvModel=Qwen3-0.6B2026.05 | 99.81 | 98.45 | 98 | |
| ActInvModel=Qwen3-14B2026.05 | 99.75 | 99.54 | 99 | |
| ActInvModel=Falcon-10B2026.05 | 99.2 | 99.12 | 99 | |
| ActInvModel=Falcon-7B2026.05 | 98.86 | 97.58 | 98 | |
| ActInvModel=Falcon3-3B2026.05 | 98.48 | 96.17 | 96 | |
| ActInvModel=Falcon3-1B2026.05 | 96.81 | 92.1 | 91 | |
| PriPertSparsification Ratio=0.1, Backbone=Falcon3-1B2026.05 | 95.9 | 90.37 | 90 | |
| PriPertSparsification Ratio=0.1, Backbone=Qwen3-0.6B2026.05 | 93.66 | 85.16 | 93 | |
| PriPertSparsification Ratio=0.3, Backbone=Falcon3-1B2026.05 | 88.62 | 79.22 | 80 | |
| PriPertSparsification Ratio=0.5, Backbone=Falcon3-1B2026.05 | 70.86 | 57.67 | 58 | |
| PriPertSparsification Ratio=0.3, Backbone=Qwen3-0.6B2026.05 | 70.76 | 56.51 | 70 | |
| PriPertSparsification Ratio=0.5, Backbone=Qwen3-0.6B2026.05 | 49.37 | 36.31 | 47 | |
| PriPertSparsification Ratio=0.7, Backbone=Falcon3-1B2026.05 | 44.8 | 31.38 | 31 | |
| PriPertSparsification Ratio=0.7, Backbone=Qwen3-0.6B2026.05 | 26.49 | 17.87 | 25 | |
| PriPertSparsification Ratio=0.9, Backbone=Falcon3-1B2026.05 | 16.41 | 7.86 | 6 | |
| PriPertSparsification Ratio=0.9, Backbone=Qwen3-0.6B2026.05 | 8.22 | 4.39 | 7 |