Text Anonymization on PUPA
99.1Privacy ScorePrompt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PromptBackbone=GPT-52026.02 | 99.1 | 72.7 | |
| Optimized PromptBackbone Model=Qwen3-30B-A3B2026.02 | 98 | 79.3 | |
| Qwen3-30B-A3B (Optimized)Backbone=Qwen3-30B-A3B, Status=Optimized2026.02 | 98 | 79.3 | |
| Optimized PromptBackbone Model=Gemma-3-27b-it2026.02 | 94.3 | 79.1 | |
| AFBackbone=GPT-52026.02 | 94.2 | 46 | |
| Task-Specific PromptBackbone Model=Qwen3-30B-A3B2026.02 | 94.1 | 78.2 | |
| AFBackbone Model=Gemma-3-27b-it2026.02 | 93.9 | 64.7 | |
| Seed PromptBackbone Model=Gemma-3-27b-it2026.02 | 88.1 | 77.1 | |
| AFBackbone Model=Qwen3-30B-A3B2026.02 | 86.3 | 70.6 | |
| Optimized PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 85.3 | 82.9 | |
| Task-Specific PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 82.7 | 76.2 | |
| Seed PromptBackbone Model=Qwen3-30B-A3B2026.02 | 82.3 | 72.1 | |
| Task-Specific PromptBackbone Model=Gemma-3-27b-it2026.02 | 80.7 | 76.5 | |
| AFBackbone Model=Mistral-Small-3.2-24B2026.02 | 77.1 | 76.5 | |
| OpenPII2026.02 | 75.4 | 70.3 | |
| Seed PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 75 | 77.5 |