Sentiment Analysis on SST-5 Clean (test)
53.6Peak AccuracyLORA
Evaluation results
| Method | Links | |
|---|---|---|
| LORABackbone=BERT-base, Training Mode=PEFT2024.10 | 53.6 | |
| Full Fine-tuningBackbone=BERT-base, Training Mode=Full Fine-tuning2024.10 | 53.4 | |
| ClearAdapterBackbone=BERT-base, Training Mode=PEFT, Clear Routing=Enabled2024.10 | 53.4 | |
| AdapterBackbone=BERT-base, Training Mode=PEFT2024.10 | 53.3 | |
| CleaRLORABackbone=BERT-base, Training Mode=PEFT, Clear Routing=Enabled2024.10 | 53.3 | |
| ClearBitFitBackbone=BERT-base, Training Mode=PEFT, Clear Routing=Enabled2024.10 | 53.1 | |
| BitFitBackbone=BERT-base, Training Mode=PEFT2024.10 | 53 | |
| PromptBackbone=BERT-base, Training Mode=PEFT2024.10 | 52.7 | |
| CleaRPromptBackbone=BERT-base, Training Mode=PEFT, Clear Routing=Enabled2024.10 | 52.6 |