Table 6.
Recall Score of the proposed method and other DL models on different sequences.
No. | ModelName | Frames Sequence | ||||
---|---|---|---|---|---|---|
30 | 60 | 90 | 120 | 150 | ||
1 | MLP | 85.39 | 83.43 | 83.58 | 86.86 | 71.92 |
2 | CNN | 88.86 | 88.07 | 87.77 | 83.50 | 75.36 |
3 | LSTM | 83.24 | 81.23 | 74.15 | 82.84 | 65.89 |
4 | BiLSTM | 90.05 | 85.24 | 89.41 | 82.11 | 67.16 |
5 | CNN-LSTM | 90.84 | 88.79 | 90.56 | 88.10 | 75.82 |