Table 5.
Models (Video, Audio, and Subtitle) | Extended COGNIMUSE (Intended Emotion) |
|||
---|---|---|---|---|
Arousal | Valence | |||
MSE | PCC | MSE | PCC | |
Feature AAN | 0.117 | 0.655 | 0.170 | 0.575 |
Temporal AAN | 0.149 | 0.560 | 0.226 | 0.387 |
Mixed AAN | 0.198 | 0.310 | 0.267 | 0.275 |
2FC-layer model | 0.289 | 0.229 | 0.283 | 0.227 |
2-layer LSTM model | 0.223 | 0.080 | 0.277 | 0.119 |
Movie subtitles are not available in the Global EIMT16 dataset.