Compound Emotion Generation on AffectNet Expert User Study
3.51Happy-Disgust RatingC2A2 (3D model)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| C2A2 (3D model)Representation=3-dimensional2024.04 | 3.51 | 4.06 | 4.18 | 4.52 | 4.74 | 4.32 | 4.02 | 4.19 | 4.03 | |
| 2D-AV modelRepresentation=2-dimensional AV based2024.04 | 2.71 | 3 | 2.67 | 3.09 | 3.67 | 3.41 | 2.5 | 3.01 | 3.5 | |
| DALL·E 32024.04 | 2.25 | 3.43 | 3.45 | 3.36 | 3.94 | 3.04 | 2.6 | 3.31 | 3.72 | |
| DreamBooth2024.04 | 1.94 | 1.32 | 1.07 | 1.33 | 1.23 | 1.14 | 1.59 | 1.47 | 1.59 | |
| Stable Diffusion2024.04 | 1.32 | 2.15 | 2.31 | 2.31 | 1.89 | 2.5 | 2.07 | 2.04 | 2.21 | |
| AUs modelRepresentation=Action Units (AUs)2024.04 | 1.17 | 1.55 | 1.77 | 1.83 | 1.6 | 1.69 | 1.92 | 1.76 | 1.87 |