Text Classification on SST-5 Clean (test)
53.6AccuracyLoRA
Evaluation results
| Method | Links | |
|---|---|---|
| LoRAtuning_mode=PEFT2024.10 | 53.6 | |
| Full Fine-tuningtuning_mode=full2024.10 | 53.4 | |
| CleaR-Adaptertuning_mode=PEFT, robustness_framework=CleaR2024.10 | 53.4 | |
| Adaptertuning_mode=PEFT2024.10 | 53.3 | |
| CleaR-LoRAtuning_mode=PEFT, robustness_framework=CleaR2024.10 | 53.3 | |
| CleaR-BitFittuning_mode=PEFT, robustness_framework=CleaR2024.10 | 53.1 | |
| BitFittuning_mode=PEFT2024.10 | 53 | |
| Prompttuning_mode=PEFT2024.10 | 52.7 | |
| CleaR-Prompttuning_mode=PEFT, robustness_framework=CleaR2024.10 | 52.6 |