Semantic Textual Similarity on STS-B (dev)
0.918Pearson CorrelationEFL
Evaluation results
| Method | Links | |
|---|---|---|
| EFLTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.04 | 0.918 | |
| Fine-tuningTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.04 | 0.861 | |
| EFLTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.04 | 0.71 | |
| LM-BFFTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.04 | 0.66 | |
| Fine-tuningTraining Setting=Few-shot with K=8, Backbone=RoBERTa-large2021.04 | 0.245 | |
| MajorityTraining Setting=Full training dataset, Backbone=RoBERTa-large2021.04 | -0.01 |