Table 2 Experimental results of the ablation study of the first impression dataset on visual modalities.
From: A DLF multi-scale quantitative research method for the big five personality traits
|  | E | A | C | N | O | Avg | R² | MAE |
|---|---|---|---|---|---|---|---|---|
DWTC | 0.8912 ± 0.0052 | 0.8891 ± 0.0043 | 0.8942 ± 0.0045 | 0.8916 ± 0.0049 | 0.8991 ± 0.0045 | 0.8917 ± 0.0045 | 0.8831 ± 0.0042 | 0.1654 ± 0.0021 |
LMSA | 0.8772 ± 0.0032 | 0.8814 ± 0.0032 | 0.8958 ± 0.0035 | 0.8867 ± 0.0038 | 0.8816 ± 0.0045 | 0.8845 ± 0.0038 | 0.8921 ± 0.0045 | 0.1651 ± 0.0037 |
SWINT + LMSA | 0.8881 ± 0.0034 | 0.8856 ± 0.0045 | 0.8986 ± 0.0048 | 0.909 ± 0.0032 | 0.8883 ± 0.0048 | 0.8945 ± 0.0039 | 0.8931 ± 0.0039 | 0.1671 ± 0.0015 |
DWTC + LMSA | 0.9017 ± 0.0032 | 0.9092 ± 0.0024 | 0.9138 ± 0.0041 | 0.908 ± 0.0041 | 0.9011 ± 0.0045 | 0.9069 ± 0.0040 | 0.9021 ± 0.0042 | 0.1604 ± 0.0031 |
