Sentence Classification on MNLI, QQP, and SST-2
90.53MNLI AccuracyModernBERT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ModernBERTScale=Large2026.02 | 90.53 | 90.73 | 95.99 | 92.41 | |
| RoBERTaScale=Large2026.02 | 90.16 | 89.49 | 94.67 | 91.44 | |
| ModernBERTScale=Base2026.02 | 86.72 | 89.81 | 92.32 | 89.61 | |
| RoBERTaScale=Base2026.02 | 86.42 | 89.12 | 92.78 | 89.44 | |
| Avey-BScale=Large2026.02 | 85.66 | 89.22 | 94.38 | 89.75 | |
| BERTScale=Large2026.02 | 85.08 | 89.27 | 92.26 | 88.87 | |
| Avey-BScale=Base2026.02 | 83.58 | 89.81 | 92.94 | 88.78 | |
| NeoBERTScale=Medium2026.02 | 82.53 | 88.88 | 84.69 | 85.36 | |
| BERTScale=Base2026.02 | 81.92 | 88.57 | 90.94 | 87.14 |