Sentence Classification on CR full (test)
92.5AccuracyEFL
Evaluation results
| Method | Links | |
|---|---|---|
| EFLTraining setup=Full training dataset, Backbone=RoBERTa-large2021.04 | 92.5 | |
| EFLTraining setup=Few-shot, K (samples per class)=8, Backbone=RoBERTa-large2021.04 | 92.3 | |
| Fine-tuningTraining setup=Full training dataset, Backbone=RoBERTa-large2021.04 | 91.8 | |
| LM-BFFTraining setup=Few-shot, K (samples per class)=8, Backbone=RoBERTa-large2021.04 | 88.6 | |
| Stilts-CloseTraining setup=Few-shot, K (samples per class)=8, Backbone=RoBERTa-large2021.04 | 84.7 | |
| Stilts-NLITraining setup=Few-shot, K (samples per class)=8, Backbone=RoBERTa-large2021.04 | 68.8 | |
| EFL wo PTTraining setup=Few-shot, K (samples per class)=8, Backbone=RoBERTa-large2021.04 | 64 | |
| Fine-tuningTraining setup=Few-shot, K (samples per class)=8, Backbone=RoBERTa-large2021.04 | 61.9 | |
| MajorityTraining setup=Full training dataset2021.04 | 50 |