Sentiment Analysis on SST-2 (Accuracy, ECE, Brier)
95.5AccuracyDeep-Ens-LoRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Deep-Ens-LoRABase=LLaMA-22026.02 | 95.5 | 0.017 | 0.048 | |
| SBABase=LLaMA-22026.02 | 95.4 | 0.014 | 0.045 | |
| LoRABase=LLaMA-22026.02 | 95.3 | 0.032 | 0.068 | |
| Laplace-LoRABase=LLaMA-22026.02 | 95.2 | 0.021 | 0.055 | |
| Gauss+ProjBase=LLaMA-22026.02 | 95.2 | 0.019 | 0.053 | |
| Deep-Ens-LoRABase=RoBERTa2026.02 | 94.9 | 0.016 | 0.05 | |
| SBABase=RoBERTa2026.02 | 94.8 | 0.013 | 0.047 | |
| LoRABase=RoBERTa2026.02 | 94.7 | 0.03 | 0.074 | |
| Gauss+ProjBase=RoBERTa2026.02 | 94.6 | 0.018 | 0.056 | |
| Laplace-LoRABase=RoBERTa2026.02 | 94.5 | 0.02 | 0.059 |