Natural Language Inference on RTE low-data regime GLUE
58.53AccuracyBEFT
Evaluation Results
| Method | Links | |
|---|---|---|
| BEFTFine-Tuning=Target bias term, Params=0.01%, Runtime=132.9, Backbone=BERT_BASE2025.09 | 58.53 | |
| All parametersFine-Tuning=Full-parameter, Params=100%, Runtime=206.1, Backbone=BERT_BASE2025.09 | 57.46 | |
| All biasesFine-Tuning=All biases, Params=0.09%, Runtime=144.9, Backbone=BERT_BASE2025.09 | 56.4 | |
| Rand uniformFine-Tuning=Uniform sampling, Params=0.01%, Runtime=659.6, Backbone=BERT_BASE2025.09 | 50.4 |