High-resolution image generation on Aesthetic-4K
1.3IRSEGA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SEGAResolution=3072 x 30722026.05 | 1.3 | 23.26 | 29.29 | 51.89 | 151.08 | 43.86 | |
| ScaleDiffArchitecture=Flux2026.05 | 1.3 | 23.22 | 28.73 | 53.58 | 153.73 | 72.92 | |
| SEGAArchitecture=Flux2026.05 | 1.3 | 23.26 | 29.3 | 52.97 | 151.08 | 43.86 | |
| I-MaxArchitecture=Flux2026.05 | 1.28 | 23.15 | 28.42 | 35.23 | 151.98 | 64.56 | |
| SEGAResolution=4096 x 40962026.05 | 1.26 | 23.18 | 29.22 | 45.72 | 150.05 | 51.28 | |
| HiFlowArchitecture=Flux2026.05 | 1.26 | 23.22 | 28.48 | 43.45 | 154.32 | 64.72 | |
| HiFlowArchitecture=Flux2026.05 | 1.26 | 23.17 | 28.4 | 33.37 | 155.56 | 60.7 | |
| I-MaxArchitecture=Flux2026.05 | 1.26 | 23.1 | 28.45 | 26.36 | 151.74 | 64.06 | |
| SEGAArchitecture=Flux2026.05 | 1.26 | 23.18 | 29.22 | 45.73 | 150.05 | 51.28 | |
| ScaleDiffArchitecture=Flux2026.05 | 1.23 | 23.16 | 28.64 | 44.51 | 153.05 | 76.14 | |
| SEGAResolution=2048 x 40962026.05 | 1.21 | 22.91 | 29.18 | 53.65 | 151.93 | 64.54 | |
| SEGAArchitecture=Flux2026.05 | 1.21 | 22.91 | 29.18 | 53.65 | 151.93 | 64.54 | |
| DyPEArchitecture=Flux2026.05 | 1.21 | 23.15 | 29.17 | 51.71 | 156.91 | 82.45 | |
| ScaleDiffArchitecture=Flux2026.05 | 1.17 | 22.84 | 29.03 | 55.84 | 157.62 | 72.21 | |
| UltraImageArchitecture=Flux2026.05 | 1.17 | 22.65 | 29.3 | 53.56 | 155.92 | 61.61 | |
| HiFlowArchitecture=Flux2026.05 | 1.14 | 22.61 | 27.72 | 44.3 | 152.24 | 69.23 | |
| FreCasResolution=3072 x 30722026.05 | 1.13 | 23.12 | 29.2 | 51.7 | 155.98 | 91.26 | |
| I-MaxArchitecture=Flux2026.05 | 1.11 | 22.71 | 27.6 | 32.58 | 157.82 | 68.21 | |
| YaRNArchitecture=Flux2026.05 | 1.11 | 22.89 | 29.1 | 50.49 | 157.04 | 84.31 | |
| DyPEArchitecture=Flux2026.05 | 1.1 | 22.9 | 28.87 | 53.35 | 159.81 | 85.12 | |
| FreCasResolution=4096 x 40962026.05 | 1.06 | 22.9 | 29.82 | 39.32 | 156.57 | 82.27 | |
| FreeScaleResolution=4096 x 40962026.05 | 1.06 | 22.82 | 29.75 | 33.94 | 167.83 | 74.72 | |
| FreeScaleResolution=3072 x 30722026.05 | 1.05 | 22.78 | 29.74 | 43.63 | 170.63 | 86.8 | |
| DyPEArchitecture=Flux2026.05 | 1.01 | 22.56 | 28.79 | 43.23 | 156.21 | 97.88 | |
| YaRNArchitecture=Flux2026.05 | 0.97 | 22.63 | 28.48 | 52.3 | 156.97 | 83.35 | |
| ScaleDiffArchitecture=Flux2026.05 | 0.97 | 22.51 | 28.58 | 56.85 | 162.38 | 77.65 | |
| FreCasResolution=2048 x 40962026.05 | 0.93 | 22.34 | 28.89 | 55.21 | 156.14 | 100.8 | |
| DiffuseHighResolution=4096 x 40962026.05 | 0.93 | 23.16 | 29.21 | 36.44 | 160.43 | 63.19 | |
| DiffuseHighResolution=3072 x 30722026.05 | 0.91 | 23.17 | 29.59 | 49.48 | 159.33 | 73.97 | |
| NTKArchitecture=Flux2026.05 | 0.9 | 22.47 | 28.27 | 35.99 | 156.1 | 63.25 | |
| FreeScaleResolution=2048 x 40962026.05 | 0.89 | 22.23 | 28.78 | 50.94 | 162.86 | 98.66 | |
| DemoFusionResolution=3072 x 30722026.05 | 0.89 | 23 | 29.35 | 51.45 | 153.65 | 76.56 | |
| HiFlowArchitecture=Flux2026.05 | 0.89 | 22.31 | 28 | 43.45 | 169.6 | 69.35 | |
| DemoFusionResolution=4096 x 40962026.05 | 0.88 | 22.99 | 29.45 | 41.27 | 156.94 | 72.86 | |
| YaRNArchitecture=Flux2026.05 | 0.88 | 22.21 | 28.3 | 42.87 | 160.48 | 98.52 | |
| Diffusion-4KResolution=3072 x 30722026.05 | 0.87 | 22.29 | 28.28 | 34.49 | 154.83 | 55.79 | |
| I-MaxArchitecture=Flux2026.05 | 0.87 | 22.54 | 28.3 | 38.71 | 162.3 | 66.92 | |
| SEGAResolution=4096 x 20482026.05 | 0.86 | 22.58 | 28.99 | 53.3 | 153.1 | 55.85 | |
| SEGAArchitecture=Flux2026.05 | 0.86 | 22.58 | 28.99 | 53.3 | 153.1 | 55.85 | |
| UltraImageArchitecture=Flux2026.05 | 0.82 | 22.41 | 28.57 | 55.4 | 157.33 | 59.19 | |
| NTKArchitecture=Flux2026.05 | 0.8 | 21.96 | 27.75 | 48.32 | 157.21 | 66.86 | |
| DiffuseHighResolution=2048 x 40962026.05 | 0.73 | 22.44 | 28.29 | 45.44 | 158.73 | 82.73 | |
| Diffusion-4KResolution=2048 x 40962026.05 | 0.71 | 21.89 | 27.94 | 35.76 | 156.68 | 55.95 | |
| FreeScaleResolution=4096 x 20482026.05 | 0.69 | 21.92 | 28.97 | 44.61 | 170.32 | 94.87 | |
| UltraImageArchitecture=Flux2026.05 | 0.61 | 21.74 | 28.16 | 43.61 | 167.04 | 63.91 | |
| UltraImageArchitecture=Flux2026.05 | 0.6 | 21.99 | 28.84 | 55.13 | 157.97 | 63.11 | |
| NTKArchitecture=Flux2026.05 | 0.54 | 22.01 | 27.93 | 48.9 | 156.22 | 61.84 | |
| DyPEArchitecture=Flux2026.05 | 0.53 | 22.15 | 28.26 | 52.85 | 158.49 | 85.39 | |
| Diffusion-4KResolution=4096 x 40962026.05 | 0.52 | 21.74 | 27.48 | 24.13 | 161.62 | 70.05 | |
| DiffuseHighResolution=4096 x 20482026.05 | 0.49 | 22.18 | 28.98 | 48.03 | 160.31 | 77.27 | |
| BaseArchitecture=Flux2026.05 | 0.49 | 23 | 28.18 | 49.93 | 162.25 | 68.63 | |
| Diffusion-4KResolution=4096 x 20482026.05 | 0.48 | 21.89 | 27.92 | 36.97 | 154.68 | 55.03 | |
| FreCasResolution=4096 x 20482026.05 | 0.47 | 21.62 | 28.73 | 53.05 | 158.95 | 99.78 | |
| DemoFusionResolution=2048 x 40962026.05 | 0.41 | 22.03 | 28.73 | 48.39 | 165.57 | 77.62 | |
| BaseArchitecture=Flux2026.05 | 0.39 | 21.64 | 27.32 | 52.96 | 158.86 | 67.31 | |
| YaRNArchitecture=Flux2026.05 | 0.3 | 21.82 | 27.99 | 52.1 | 154.44 | 76.42 | |
| PIArchitecture=Flux2026.05 | 0.19 | 21.03 | 25.64 | 48.61 | 200.04 | 155.6 | |
| PIArchitecture=Flux2026.05 | -0.28 | 20.54 | 24.16 | 29.09 | 208.48 | 202.01 | |
| NTKArchitecture=Flux2026.05 | -0.29 | 20.82 | 25.52 | 23.85 | 182.29 | 138.61 | |
| DemoFusionResolution=4096 x 20482026.05 | -0.3 | 21.56 | 27.27 | 53.46 | 169.48 | 81.01 | |
| BaseArchitecture=Flux2026.05 | -0.72 | 20.31 | 25.34 | 26.52 | 183.33 | 121.93 | |
| BaseArchitecture=Flux2026.05 | -0.74 | 20.61 | 26.99 | 50.92 | 173.18 | 70.65 | |
| PIArchitecture=Flux2026.05 | -0.83 | 19.77 | 22.87 | 38.73 | 235.83 | 182.5 | |
| PIArchitecture=Flux2026.05 | -1.1 | 19.5 | 23.05 | 37.48 | 225.65 | 179.96 |