| Model | Laptop | Restaurant | | ||||||
| F1AE % | AccAS % | F1AS % | F1AE % | AccAS % | F1AS % | F1AE % | AccAS % | F1AS % | |
| BiLSTM | 73.72 | - | - | 81.42 | - | - | 70.22 | - | - |
| DTBCSNN | 75.66 | - | - | 83.97 | - | - | 75.33 | - | - |
| ATAE⁃LSTM | - | 68.70 | 62.40 | - | 77.30 | 65.05 | - | 69.43 | 63.47 |
| PIPELINE-IMN | 78.38 | 72.29 | 68.12 | 83.94 | 79.56 | 69.59 | 73.54 | 74.02 | 66.33 |
| MNN | 76.94 | 70.40 | 65.98 | 83.05 | 77.17 | 68.50 | 72.05 | 71.05 | 63.87 |
| IMN | 77.96 | 75.36 | 72.02 | 83.33 | 84.89 | 75.66 | 75.63 | 75.45 | 67.05 |
| Inter-AE-MHSA | 79.87 | 76.12 | 74.65 | 85.15 | 83.96 | 74.89 | 77.33 | 77.21 | 69.34 |