Domain mixture recovery on Yahoo 10 cls.
0.001MSESample-level MI
Evaluation Results
| Method | Links | |
|---|---|---|
| Sample-level MIModel Architecture=BERT, Method Category=Baselines2026.07 | 0.001 | |
| TIESModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.003 | |
| LERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.004 | |
| TIESModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.004 | |
| LERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.004 | |
| Real TrajectoryModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.006 | |
| Centroid GuessModel Architecture=BERT, Method Category=Baselines2026.07 | 0.007 | |
| Real TrajectoryModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.007 | |
| Centroid GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.007 | |
| SLERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.008 | |
| Sample-level MIModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.008 | |
| LERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.008 | |
| TIESModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.008 | |
| LERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.008 | |
| TIESModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.008 | |
| Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.009 | |
| SLERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.011 | |
| Random GuessModel Architecture=BERT, Method Category=Baselines2026.07 | 0.014 | |
| SLERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.014 | |
| Random GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.014 | |
| Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.019 | |
| SLERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.036 |