Emotion generation on EmoSet
26.61FIDUniEmo
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniEmoDiffusion Architecture=SD XL2025.07 | 26.61 | 0.807 | 81.74 | 0.642 | 0.0392 | |
| UniEmoDiffusion Architecture=SD 1.52025.07 | 27.73 | 0.793 | 79.66 | 0.64 | 0.0383 | |
| EmoGenDiffusion Architecture=SD XL2025.07 | 37.23 | 0.753 | 78.92 | 0.638 | 0.0357 | |
| Stable Diffusion XLDiffusion Architecture=SD XL2025.07 | 41.57 | 0.721 | 76.18 | 0.628 | 0.0298 | |
| EmoGen2024.01 | 41.6 | 0.717 | 76.25 | 0.633 | 0.0335 | |
| EmoGenDiffusion Architecture=SD 1.52025.07 | 41.6 | 0.717 | 76.25 | 0.633 | 0.0335 | |
| EmoGenvariant=w/o a_ij2024.01 | 43.3 | 0.714 | 74.88 | 0.591 | 0.0263 | |
| Stable Diffusion2024.01 | 44.05 | 0.687 | 70.77 | 0.608 | 0.0199 | |
| Stable DiffusionDiffusion Architecture=SD 1.52025.07 | 44.05 | 0.687 | 70.77 | 0.608 | 0.0199 | |
| DreamBooth2024.01 | 46.89 | 0.661 | 70.5 | 0.614 | 0.0178 | |
| DreamBoothDiffusion Architecture=SD 1.52025.07 | 46.89 | 0.661 | 70.5 | 0.614 | 0.0178 | |
| Textual Inversion2024.01 | 50.51 | 0.702 | 74.87 | 0.605 | 0.0282 | |
| Textual InversionDiffusion Architecture=SD 1.52025.07 | 50.51 | 0.702 | 74.87 | 0.605 | 0.0282 | |
| EmoGenvariant=w/o L_attr2024.01 | 51.13 | 0.707 | 65.75 | 0.592 | 0.027 | |
| EmoGenvariant=w/o F2024.01 | 57.54 | 0.713 | 71.12 | 0.615 | 0.0261 |