Image Generation on MS-COCO 30K (val)
13.42FIDMACE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MACEBase Model=SD v1.42024.03 | 13.42 | 29.41 | — | |
| FMNBase Model=SD v1.42024.03 | 13.52 | 30.39 | — | |
| SD v1.42024.03 | 14.04 | 31.34 | — | |
| UCEBase Model=SD v1.42024.03 | 14.07 | 30.85 | — | |
| ACBase Model=SD v1.42024.03 | 14.13 | 31.37 | — | |
| ESD-xBase Model=SD v1.42024.03 | 14.41 | 30.69 | — | |
| SD v1.52026.01 | 14.5 | 31.34 | — | |
| SD v2.1Base Model=Retrained from scratch on curated dataset2024.03 | 14.87 | 31.53 | — | |
| ESD-uBase Model=SD v1.42024.03 | 15.1 | 30.21 | — | |
| MACE2026.01 | 15.9 | 30.14 | 3.75 | |
| SLD-MBase Model=SD v1.42024.03 | 16.34 | 30.9 | — | |
| AC2026.01 | 16.6 | 31.28 | 4 | |
| FIA2026.01 | 16.7 | 30.56 | 2.5 | |
| ESD2026.01 | 17.1 | 30.52 | 6.5 | |
| SPM2026.01 | 17.4 | 31.33 | 4.5 | |
| CP2026.01 | 18.4 | 29.76 | 4.5 | |
| UCE2026.01 | 19.7 | 31.19 | 5.5 | |
| FMN2026.01 | 21.4 | 30.82 | 4.75 | |
| LuminarkGenerative Model=Stable Diffusion v2.12026.01 | 26 | 0.332 | — | |
| Gaussian-ShadingGenerative Model=Stable Diffusion v2.12026.01 | 26.27 | 0.3302 | — | |
| PRC-WGenerative Model=Stable Diffusion v2.12026.01 | 26.33 | 0.3314 | — | |
| ReferenceGenerative Model=Stable Diffusion v2.1, Watermarking=None (Unwatermarked)2026.01 | 26.83 | 0.3329 | — |