Text Anonymization on DB-Bio
78Privacy ScoreAF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AFBackbone=GPT-52026.02 | 78 | 92.1 | |
| Optimized PromptBackbone Model=Gemma-3-27b-it2026.02 | 77.6 | 100 | |
| RUPTABackbone=GPT-52026.02 | 74 | 98.3 | |
| Seed PromptBackbone Model=Gemma-3-27b-it2026.02 | 67.6 | 99.1 | |
| Optimized PromptBackbone Model=Qwen3-30B-A3B2026.02 | 65.5 | 100 | |
| Qwen3-30B-A3B (Optimized)Backbone=Qwen3-30B-A3B, Status=Optimized2026.02 | 65.5 | 100 | |
| Seed PromptBackbone Model=Qwen3-30B-A3B2026.02 | 64 | 100 | |
| PromptBackbone=GPT-52026.02 | 63.6 | 100 | |
| Optimized PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 61.2 | 100 | |
| AFBackbone Model=Mistral-Small-3.2-24B2026.02 | 59.7 | 98.1 | |
| AFBackbone Model=Gemma-3-27b-it2026.02 | 59.1 | 94.2 | |
| Task-Specific PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 58.8 | 100 | |
| AFBackbone Model=Qwen3-30B-A3B2026.02 | 58.8 | 97.2 | |
| OpenPII2026.02 | 57.6 | 98.1 | |
| Seed PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 54.5 | 98.9 | |
| Task-Specific PromptBackbone Model=Qwen3-30B-A3B2026.02 | 53.2 | 100 | |
| Task-Specific PromptBackbone Model=Gemma-3-27b-it2026.02 | 47.1 | 100 |