Membership Inference on BookMIA (full)
0.967AUCCRM-LTS
Evaluation results
| Method | Links | |
|---|---|---|
| CRM-LTSBackbone=Mistral-7B-v0.3, Classifier=LR, Validation Protocol=5-fold CV2026.05 | 0.967 | |
| CRM-LTSBackbone=Llama-3.1-8B, Classifier=LR, Validation Protocol=5-fold CV2026.05 | 0.905 | |
| CRM-LTSBackbone=Qwen2.5-14B-Inst, Classifier=LR, Validation Protocol=5-fold CV2026.05 | 0.844 | |
| L2 Magnitude BaselineBackbone=Mistral-7B-v0.3, Classifier=LR, Validation Protocol=5-fold CV2026.05 | 0.823 | |
| L2 Magnitude BaselineBackbone=Llama-3.1-8B, Classifier=LR, Validation Protocol=5-fold CV2026.05 | 0.745 | |
| L2 Magnitude BaselineBackbone=Qwen2.5-14B-Inst, Classifier=LR, Validation Protocol=5-fold CV2026.05 | 0.683 |