CONFAIDE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Contextual Privacy Leakage Evaluation | CONFAIDE Tier 3 | Leakage Rate0 | 28 | |
| Privacy Expectation Alignment | ConfAIde | Pearson Correlation68.2 | 17 | |
| Privacy Flow Control | CONFAIDE Tier 3 InfoFlow-Control | Leakage50 | 17 | |
| Privacy Expectation Estimation | CONFAIDE Tier 2 (InfoFlow-Expectation) | Sensitivity-83.3 | 17 | |
| Information Sensitivity Estimation | CONFAIDE Tier 1 (Info-Sensitivity) | Sensitivity11.5 | 17 | |
| Information flow management in multi-party professional scenarios | ConfAIde Tier 4 (test) | MS-E Score95 | 12 | |
| Theory of Mind for privacy control | ConfAIde Tier 3 (test) | FR (E) Score95.444 | 12 | |
| Privacy Reasoning | ConfAIde Tier 4 | Secret Leakage Rate30 | 2 | |
| Information sensitivity and flow judgment | ConfAIde | Tier 1 Score0.67 | 2 |
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