Multi-intent Natural Language Understanding on StanfordLU (test)
89.1IC AccTFMN (PACL)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TFMN (PACL)Data Regime=Full-Data2024.05 | 89.1 | 92.9 | 84.3 | |
| RoBERTa (PACL)Data Regime=Full-Data2024.05 | 89 | 92.5 | 84.1 | |
| RoBERTaData Regime=Full-Data, Reproduction=Reproduced as baseline2024.05 | 88 | 92.3 | 82.9 | |
| TFMNData Regime=Full-Data2024.05 | 88 | 93 | 83.6 | |
| TFMN (PACL)Data Regime=Low-Data2024.05 | 46.7 | 31.8 | 40.2 | |
| TFMNData Regime=Low-Data2024.05 | 41.7 | 30 | 38.8 | |
| RoBERTa (PACL)Data Regime=Low-Data2024.05 | 32.4 | 28.8 | 31.9 | |
| RoBERTaData Regime=Low-Data, Reproduction=Reproduced as baseline2024.05 | 21.3 | 29.1 | 21.2 |