Sentiment Analysis on SST-5 Asymmetric 20% noise (test)
52.3Peak AccuracyClearBitFit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ClearBitFitBackbone=BERT-base2024.10 | 52.3 | 50.4 | |
| BitFitBackbone=BERT-base2024.10 | 52.1 | 49.2 | |
| CleaRPromptBackbone=BERT-base2024.10 | 52 | 51.4 | |
| ClearAdapterBackbone=BERT-base2024.10 | 51.4 | 47.4 | |
| CleaRLORABackbone=BERT-base2024.10 | 51 | 50.4 | |
| AdapterBackbone=BERT-base2024.10 | 50.9 | 47 | |
| Full Fine-tuningBackbone=BERT-base2024.10 | 50.8 | 46.5 | |
| LORABackbone=BERT-base2024.10 | 50.5 | 47.4 | |
| PromptBackbone=BERT-base2024.10 | 49.4 | 48.2 |