Paraphrase Detection on QQP (F1, ECE, Brier)
89F1 ScoreDeep-Ens-LoRA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Deep-Ens-LoRABase=LLaMA-22026.02 | 89 | 0.028 | 0.125 | |
| SBABase=LLaMA-22026.02 | 88.9 | 0.024 | 0.121 | |
| LoRABase=LLaMA-22026.02 | 88.7 | 0.058 | 0.157 | |
| Laplace-LoRABase=LLaMA-22026.02 | 88.6 | 0.038 | 0.137 | |
| Gauss+ProjBase=LLaMA-22026.02 | 88.5 | 0.035 | 0.134 | |
| Deep-Ens-LoRABase=RoBERTa2026.02 | 88.4 | 0.027 | 0.13 | |
| SBABase=RoBERTa2026.02 | 88.2 | 0.022 | 0.126 | |
| LoRABase=RoBERTa2026.02 | 88.1 | 0.055 | 0.163 | |
| Laplace-LoRABase=RoBERTa2026.02 | 87.9 | 0.036 | 0.143 | |
| Gauss+ProjBase=RoBERTa2026.02 | 87.8 | 0.033 | 0.14 |