Inversion Attack Recovery on AlpacaEval
100PrecisionActInv
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ActInvModel=Qwen3-1.7B2026.05 | 100 | 99.76 | 99 | |
| ActInvModel=Qwen3-30B2026.05 | 99.95 | 99.49 | 99 | |
| ActInvModel=Qwen3-8B2026.05 | 99.91 | 99.31 | 98 | |
| ActInvModel=Qwen3-14B2026.05 | 99.89 | 99.62 | 98 | |
| ActInvModel=Qwen3-0.6B2026.05 | 99.83 | 98.54 | 96 | |
| ActInvModel=Qwen3-4B2026.05 | 99.77 | 99.59 | 99 | |
| ActInvModel=Falcon-10B2026.05 | 99.25 | 99.14 | 99 | |
| ActInvModel=Falcon-7B2026.05 | 98.82 | 97.9 | 97 | |
| ActInvModel=Falcon3-3B2026.05 | 97.89 | 95.83 | 95 | |
| ActInvModel=Falcon3-1B2026.05 | 95.69 | 92.25 | 90 | |
| PriPertSparsification Ratio=0.1, Backbone=Falcon3-1B2026.05 | 94.54 | 89.35 | 89 | |
| PriPertSparsification Ratio=0.1, Backbone=Qwen3-0.6B2026.05 | 88.64 | 79.67 | 89 | |
| PriPertSparsification Ratio=0.3, Backbone=Falcon3-1B2026.05 | 82.89 | 72.59 | 70 | |
| PriPertSparsification Ratio=0.3, Backbone=Qwen3-0.6B2026.05 | 59.88 | 50.7 | 68 | |
| PriPertSparsification Ratio=0.5, Backbone=Falcon3-1B2026.05 | 58.52 | 45.75 | 40 | |
| PriPertSparsification Ratio=0.5, Backbone=Qwen3-0.6B2026.05 | 37.26 | 30.7 | 45 | |
| PriPertSparsification Ratio=0.7, Backbone=Falcon3-1B2026.05 | 32.6 | 21.45 | 16 | |
| PriPertSparsification Ratio=0.7, Backbone=Qwen3-0.6B2026.05 | 17.95 | 14.51 | 24 | |
| PriPertSparsification Ratio=0.9, Backbone=Falcon3-1B2026.05 | 7.06 | 3.55 | 2 | |
| PriPertSparsification Ratio=0.9, Backbone=Qwen3-0.6B2026.05 | 3.45 | 2.44 | 5 |