Unconditional Image Generation on MS COCO 2014
46.2FIDTAG
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TAGBackbone=Stable Diffusion v1.5, Guidance Method=Tangential Amplifying Guidance2025.10 | 46.2 | 16.77 | — | — | 5.064 | 0.778 | |
| SD v1.5Backbone=Stable Diffusion v1.5, Guidance Method=None2025.10 | 58.41 | 15.59 | — | — | 5.003 | 1.069 | |
| TAGBackbone=Stable Diffusion v2.1, Guidance Method=Tangential Amplifying Guidance2025.10 | 59.94 | 13.36 | — | — | 5.32 | 1.122 | |
| SSG#Steps=50, Model=SDXL2026.04 | 70.91 | 16.44 | 38 | 22.7 | 6.034 | — | |
| SD v2.1Backbone=Stable Diffusion v2.1, Guidance Method=None2025.10 | 78.54 | 12.52 | — | — | 5.299 | 1.395 | |
| TAGBackbone=Stable Diffusion 3, Guidance Method=Tangential Amplifying Guidance2025.10 | 79.11 | 11.73 | — | — | 5.365 | 1.564 | |
| SD3Backbone=Stable Diffusion 3, Guidance Method=None2025.10 | 84.26 | 11.53 | — | — | 5.261 | 1.671 | |
| SEG#Steps=50, Model=SDXL2026.04 | 89.29 | 12.53 | 27.6 | 25.7 | 5.939 | — | |
| TAGBackbone=Stable Diffusion XL, Guidance Method=Tangential Amplifying Guidance2025.10 | 90.71 | 8.91 | — | — | 5.577 | 2.201 | |
| PAG#Steps=50, Model=SDXL2026.04 | 103.72 | 13.59 | 26.5 | 21.8 | 5.734 | — | |
| SAG#Steps=50, Model=SDXL2026.04 | 113.33 | 8.765 | 37.7 | 18.4 | 5.851 | — | |
| w/o guidance#Steps=50, Model=SDXL2026.04 | 119.04 | 9.082 | 27.7 | 8.5 | 5.646 | — | |
| SDXLBackbone=Stable Diffusion XL, Guidance Method=None2025.10 | 119.14 | 9.08 | — | — | 5.645 | 2.474 |