Sentiment Analysis on SST-5 Symmetric 40% noise (test)
51.6Peak AccuracyClearBitFit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ClearBitFitBackbone=BERT-base2024.10 | 51.6 | 51.2 | |
| ClearAdapterBackbone=BERT-base2024.10 | 51.5 | 50.4 | |
| CleaRPromptBackbone=BERT-base2024.10 | 51.4 | 49.5 | |
| CleaRLORABackbone=BERT-base2024.10 | 51.2 | 49 | |
| BitFitBackbone=BERT-base2024.10 | 50.8 | 48.1 | |
| PromptBackbone=BERT-base2024.10 | 50.7 | 49.1 | |
| Full Fine-tuningBackbone=BERT-base2024.10 | 50.6 | 42.9 | |
| AdapterBackbone=BERT-base2024.10 | 50.5 | 45.8 | |
| LORABackbone=BERT-base2024.10 | 50.2 | 47.5 |