Table 5.
No. | Model Name | Frames Sequence | ||||
---|---|---|---|---|---|---|
30 | 60 | 90 | 120 | 150 | ||
1 | MLP | 86.18 | 84.37 | 85.12 | 88.54 | 74.97 |
2 | CNN | 89.20 | 88.48 | 88.37 | 83.93 | 78.04 |
3 | LSTM | 83.94 | 82.51 | 74.95 | 84.04 | 64.01 |
4 | BiLSTM | 90.74 | 85.90 | 89.62 | 82.52 | 70.35 |
5 | CNN-LSTM | 91.11 | 89.31 | 91.13 | 88.82 | 76.13 |