Natural Language Inference on e-SNLI (test)
94AccuracyUnitedSynT5
Evaluation results
| Method | Links | |
|---|---|---|
| UnitedSynT5Year=2024, Parameters=3B2024.12 | 94 | |
| BART-largeYear=2020, Parameters=406M2024.12 | 92.3 | |
| T5-largeYear=2020, Parameters=770M2024.12 | 91.8 | |
| RoBERTa-largeYear=2019, Parameters=355M2024.12 | 90.7 | |
| UnitedSynT5Year=2024, Parameters=335M2024.12 | 89.8 | |
| BERT-largeYear=2019, Parameters=340M2024.12 | 89.5 | |
| DSSBackbone=T5-small, Evaluation Protocol=Distilling Step-by-Step2024.03 | 83.43 | |
| MI-based distillationBackbone=T5-small2024.03 | 83.23 | |
| FinetuningBackbone=T5-small, Evaluation Protocol=Standard Label Supervision2024.03 | 82.9 |