Domain Mixture Recovery on AGNews 4 cls.
0.002MSELERP
Evaluation Results
| Method | Links | |
|---|---|---|
| LERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.002 | |
| TIESModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.002 | |
| Real TrajectoryModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.005 | |
| Sample-level MIModel Architecture=BERT, Method Category=Baselines2026.07 | 0.012 | |
| SLERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.018 | |
| LERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.021 | |
| TIESModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.021 | |
| LERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.024 | |
| SLERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.029 | |
| Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.03 | |
| TIESModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.033 | |
| Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.046 | |
| Centroid GuessModel Architecture=BERT, Method Category=Baselines2026.07 | 0.048 | |
| Centroid GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.048 | |
| TIESModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.053 | |
| LERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.062 | |
| Sample-level MIModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.068 | |
| SLERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.077 | |
| Random GuessModel Architecture=BERT, Method Category=Baselines2026.07 | 0.095 | |
| Random GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.095 | |
| Real TrajectoryModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.163 | |
| SLERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.163 |