Spoken Language Understanding on MixSNIPS
98.4Intent AccuracySSRAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SSRANScope Recognizer=true, Result Attention Network=true, Auxiliary Tasks=true2022.11 | 98.4 | 95.8 | 77.5 | |
| SSRAN w/o Auxiliary TasksAuxiliary Tasks=false2022.11 | 97.6 | 95.4 | 77.2 | |
| SSRAN w/o SRScope Recognizer=false2022.11 | 96.9 | 95.4 | 76.7 | |
| SSRAN w/o RANResult Attention Network=false2022.11 | 96.9 | 93.9 | 75.1 | |
| Stack-Propagation2022.11 | 96 | 94.2 | 72.9 | |
| GL-GIN2022.11 | 95.6 | 94.9 | 75.4 | |
| LR-Transformer2022.11 | 95.6 | 94.4 | 74.9 | |
| Basic modelScope Recognizer=false, Result Attention Network=false, Auxiliary Tasks=false2022.11 | 95.2 | 94.2 | 73.2 | |
| Joint Multiple ID-SF2022.11 | 95.1 | 90.6 | 62.9 | |
| AG-IF2022.11 | 95.1 | 94.2 | 74.2 |