PII Sensitive Data Detection on GitTables (test)
93.8PrecisionGPT-4o-mini
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GPT-4o-miniReflection mechanism=With Reflection2025.12 | 93.8 | 63.2 | 75.5 | |
| Qwen3 8B FT -> GPT-4o-miniReflection mechanism=With Reflection2025.12 | 90.2 | 86.1 | 88.1 | |
| GPT-4o-miniReflection mechanism=Without Reflection2025.12 | 85.6 | 63.9 | 73.2 | |
| Gemma 2 9BReflection mechanism=With Reflection2025.12 | 80 | 79.2 | 79.6 | |
| Gemma 3 12BReflection mechanism=With Reflection2025.12 | 75.3 | 80.6 | 77.9 | |
| Qwen3 8BReflection mechanism=With Reflection2025.12 | 74.9 | 86.8 | 80.4 | |
| Qwen3 8BReflection mechanism=Without Reflection2025.12 | 74.2 | 86.8 | 80 | |
| Gemma 2 9BReflection mechanism=Without Reflection2025.12 | 74 | 81.9 | 77.8 | |
| Qwen3 14BReflection mechanism=With Reflection2025.12 | 73.2 | 94.1 | 82.4 | |
| Qwen3 14BReflection mechanism=Without Reflection2025.12 | 56.5 | 97.2 | 71.4 | |
| Google DLPReflection mechanism=Without Reflection2025.12 | 53.1 | 62.8 | 57.6 | |
| PresidioReflection mechanism=Without Reflection2025.12 | 52 | 61.8 | 56.5 | |
| Gemma 3 12BReflection mechanism=Without Reflection2025.12 | 48.7 | 94.1 | 64.2 |