Semantic Tagging on USAS English (test)
72.5Top-1 AccHybrid Rule/Neural Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Hybrid Rule/Neural ModelModel Type=Hybrid, Language Scope=English-only, Model Scale=Small2026.01 | 72.5 | 81.9 | |
| Hybrid Rule/Neural ModelModel Type=Hybrid, Language Scope=English-only, Model Scale=Base2026.01 | 72.5 | 82 | |
| Hybrid Rule/Neural ModelModel Type=Hybrid, Language Scope=Multilingual, Model Scale=Small2026.01 | 72.5 | 82 | |
| Hybrid Rule/Neural ModelModel Type=Hybrid, Language Scope=Multilingual, Model Scale=Base2026.01 | 72.5 | 82 | |
| PyMUSASModel Type=Rule-based2026.01 | 72.4 | 81.8 | |
| WSD Bi-Encoder ModelModel Type=Neural, Language Scope=Multilingual, Model Scale=Base2026.01 | 70.2 | 90.1 | |
| WSD Bi-Encoder ModelModel Type=Neural, Language Scope=English-only, Model Scale=Base2026.01 | 70.1 | 90 | |
| WSD Bi-Encoder ModelModel Type=Neural, Language Scope=English-only, Model Scale=Small2026.01 | 66.4 | 87.6 | |
| WSD Bi-Encoder ModelModel Type=Neural, Language Scope=Multilingual, Model Scale=Small2026.01 | 66 | 88.9 |