Text Anonymization on TAB
99.3Privacy ScorePrompt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PromptBackbone=GPT-52026.02 | 99.3 | 48.6 | |
| Optimized PromptBackbone Model=Qwen3-30B-A3B2026.02 | 92.3 | 56.2 | |
| Qwen3-30B-A3B (Optimized)Backbone=Qwen3-30B-A3B, Status=Optimized2026.02 | 92.3 | 56.2 | |
| OpenPII2026.02 | 87.1 | 32.2 | |
| Optimized PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 83.6 | 53.7 | |
| Optimized PromptBackbone Model=Gemma-3-27b-it2026.02 | 81.9 | 54.1 | |
| Task-Specific PromptBackbone Model=Gemma-3-27b-it2026.02 | 68.3 | 51.3 | |
| AFBackbone Model=Gemma-3-27b-it2026.02 | 62.1 | 53.7 | |
| Seed PromptBackbone Model=Gemma-3-27b-it2026.02 | 61.8 | 55.9 | |
| AFBackbone=GPT-52026.02 | 59.9 | 42.5 | |
| AFBackbone Model=Mistral-Small-3.2-24B2026.02 | 45.1 | 53.5 | |
| Task-Specific PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 39.2 | 55.5 | |
| Task-Specific PromptBackbone Model=Qwen3-30B-A3B2026.02 | 36.4 | 52.4 | |
| Seed PromptBackbone Model=Qwen3-30B-A3B2026.02 | 36.2 | 54 | |
| AFBackbone Model=Qwen3-30B-A3B2026.02 | 26.1 | 54.4 | |
| Seed PromptBackbone Model=Mistral-Small-3.2-24B2026.02 | 20.8 | 54.3 |