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. 2021 May 16;21(10):3465. doi: 10.3390/s21103465

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