Model | F1@10 | F1@25 | F1@50 | F1@75 | MCC |
---|---|---|---|---|---|
Bi-LSTM\(\dagger\) | 25.9 ± 8.40 | 21.8 ± 9.03 | 15.0 ± 5.60 | 11.9 ± 6.26 | 62.4 ± 23.2 |
Bi-LSTM | 63.7 ± 21.7 | 63.2 ± 22.0 | 50.8 ± 25.4 | 40.9 ± 28.4 | 78.8 ± 21.1 |
TCN | 45.4 ± 16.8 | 42.7 ± 18.6 | 35.8 ± 14.8 | 27.0 ± 16.6 | 81.1 ± 12.9 |
ST-GCN | 53.2 ± 21.2 | 51.5 ± 21.7 | 46.7 ± 22.5 | 37.6 ± 26.6 | 83.0 ± 11.5 |
MS-TCN | 68.2 ± 29.4 | 66.8 ± 29.3 | 60.2 ± 30.5 | 54.9 ± 33.1 | 77.3 ± 22.2 |
MS-GCN | 77.8 ± 15.3 | 77.8 ± 15.3 | 74.2 ± 21.0 | 57.0 ± 30.1 | 82.7 ± 15.5 |