Table 4.
The accuracy of multimodal gender classification model evaluated on the clean and noisy input data streams. ‘n/a’ stands for not available. The best accuracy results for the validation and test sets are boldfaced.
| ID | Data streams | Accuracy (%) | |||
|---|---|---|---|---|---|
| Visual | Audio | Thermal | Valid | Test | |
| 1 | clean | clean | clean | 89.6 | 96.0 |
| 2 | noisy | 87.9 | 95.6 | ||
| 3 | noisy | clean | 81.9 | 84.4 | |
| 4 | noisy | 76.6 | 82.0 | ||
| 5 | noisy | clean | clean | 89.2 | 93.6 |
| 6 | noisy | 84.5 | 88.2 | ||
| 7 | noisy | clean | 67.5 | 65.8 | |
| 8 | noisy | 55.2 | 50.1 | ||
| 9 | clean | n/a | n/a | 91.5 | 91.3 |
| 10 | n/a | clean | n/a | 90.1 | 94.8 |
| 11 | n/a | n/a | clean | 94.8 | 94.3 |