Emotion Recognition on RAVDESS (6-fold cross-val)
74.86AccuracyMSAF
Evaluation Results
| Method | Links | |
|---|---|---|
| MSAFFusion Stage=Inter., #Params=25.94 M2020.12 | 74.86 | |
| MMTMFusion Stage=Inter., #Params=31.97 M2020.12 | 73.12 | |
| MCBPFusion Stage=Early, #Params=51.03 M2020.12 | 71.32 | |
| Concat + FCFusion Stage=Early, #Params=26.87 M2020.12 | 71.04 | |
| MultiplicationFusion Stage=Late, #Params=25.92 M2020.12 | 70.56 | |
| Multiplicative beta=0.3Fusion Stage=Late, #Params=25.92 M2020.12 | 70.35 | |
| AveragingFusion Stage=Late, #Params=25.92 M2020.12 | 68.82 | |
| 3D ResNeXt50 (Vis.)#Params=25.88 M2020.12 | 62.99 | |
| 1D CNN (Aud.)#Params=0.03 M2020.12 | 56.53 |