Domain mixture recovery on Yelp 5 cls.
0.001MSELERP
Evaluation Results
| Method | Links | |
|---|---|---|
| LERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.001 | |
| TIESModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.001 | |
| Real TrajectoryModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.005 | |
| Sample-level MIModel Architecture=BERT, Method Category=Baselines2026.07 | 0.007 | |
| LERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.013 | |
| TIESModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.013 | |
| Sample-level MIModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.017 | |
| SLERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.07 | 0.018 | |
| SLERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.019 | |
| Centroid GuessModel Architecture=BERT, Method Category=Baselines2026.07 | 0.032 | |
| Centroid GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.032 | |
| LERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.032 | |
| TIESModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.032 | |
| LERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.036 | |
| TIESModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.037 | |
| Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.04 | |
| SLERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.07 | 0.053 | |
| Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.058 | |
| Real TrajectoryModel Architecture=BERT, Method Category=Unsupervised Softmax2026.07 | 0.062 | |
| Random GuessModel Architecture=BERT, Method Category=Baselines2026.07 | 0.066 | |
| Random GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.07 | 0.066 | |
| SLERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.07 | 0.121 |