Membership Inference Attack on TOFU MIA Set
2.1448FMRWKU
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RWKUFinetune=NPO2026.04 | 2.1448 | 2.1175 | |
| DirectQAFinetune=GA2026.04 | 2.0591 | 2.0101 | |
| DirectQAFinetune=NPO2026.04 | 1.9156 | 1.963 | |
| ELUDeFinetune=NPO2026.04 | 1.9096 | 1.961 | |
| MAGEFinetune=NPO2026.04 | 1.8984 | 1.9548 | |
| RWKUFinetune=GA+GD2026.04 | 1.8965 | 1.9507 | |
| RWKUFinetune=GA+KL2026.04 | 1.8951 | 1.9506 | |
| DirectQAFinetune=GA+KL2026.04 | 1.8807 | 1.9429 | |
| MAGEFinetune=GA2026.04 | 1.8663 | 1.9439 | |
| RWKUFinetune=GA2026.04 | 1.8645 | 1.9411 | |
| DirectQAFinetune=GA+GD2026.04 | 1.8635 | 1.9436 | |
| MAGEFinetune=GA+GD2026.04 | 1.8592 | 1.9413 | |
| ELUDeFinetune=GA2026.04 | 1.8567 | 1.9383 | |
| ELUDeFinetune=GA+KL2026.04 | 1.8559 | 1.9376 | |
| MAGEFinetune=GA+KL2026.04 | 1.8535 | 1.937 | |
| ELUDeFinetune=GA+GD2026.04 | 1.8513 | 1.9342 | |
| Before2026.04 | 1.8448 | 1.9326 |