Text-to-Image Generation on LAION-COCO
19.03FIDFlux-Dev + NoiseShift
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Flux-Dev + NoiseShiftResolution=768×7682025.10 | 19.03 | 32.6 | |
| Flux-DevResolution=768×7682025.10 | 19.1 | 32.58 | |
| Flux-Dev + NoiseShiftResolution=512×5122025.10 | 19.62 | 32.55 | |
| Flux-DevResolution=512×5122025.10 | 20.13 | 32.55 | |
| Stable Diffusion 1.4Resolution=512x512, Diffusion Calls=2, Memory=8.6GB2023.11 | 20.5 | 27.33 | |
| Stable Diffusion-XLResolution=768x768, Diffusion Calls=2, Memory=24.5GB2023.11 | 23.31 | 27.88 | |
| ElasticDiffusionBase Model=SD 1.4, Resolution=256x256, Diffusion Calls=2, Memory=8.6GB2023.11 | 23.77 | 26.3 | |
| Stable Diffusion-XLResolution=1024x1024, Diffusion Calls=1, Memory=27.5GB2023.11 | 25.58 | 28.06 | |
| ElasticDiffusionBase Model=SD 1.4, Resolution=768x768, Diffusion Calls=17, Memory=8.6GB2023.11 | 25.78 | 25.93 | |
| Flux-Dev + NoiseShiftResolution=256×2562025.10 | 25.82 | 32.33 | |
| Flux-DevResolution=256×2562025.10 | 26.72 | 32.3 | |
| ElasticDiffusionBase Model=SD 1.4, Resolution=1024x1024, Diffusion Calls=33, Memory=8.6GB2023.11 | 27.76 | 26.07 | |
| Stable Diffusion 1.4Resolution=768x768, Diffusion Calls=2, Memory=11.1GB2023.11 | 29.89 | 27.01 | |
| MultiDiffusionResolution=768x768, Diffusion Calls=50, Memory=8.6GB2023.11 | 29.98 | 27.31 | |
| MultiDiffusionResolution=1024x1024, Diffusion Calls=162, Memory=8.6GB2023.11 | 37.7 | 26.96 | |
| Stable Diffusion-XLResolution=512x512, Diffusion Calls=2, Memory=21.6GB2023.11 | 42.58 | 25.34 | |
| Stable Diffusion 1.4Resolution=1024x1024, Diffusion Calls=1, Memory=14.7GB2023.11 | 47.01 | 25.7 | |
| Flux-Dev + NoiseShiftResolution=128×1282025.10 | 47.45 | 30.83 | |
| Flux-DevResolution=128×1282025.10 | 48 | 30.74 | |
| Stable Diffusion 1.4Resolution=256x256, Diffusion Calls=2, Memory=7.2GB2023.11 | 54.06 | 21.43 | |
| Flux-Dev + NoiseShiftResolution=64×642025.10 | 113.32 | 25.81 | |
| Flux-DevResolution=64×642025.10 | 119.6 | 25.58 | |
| Stable Diffusion-XLResolution=256x256, Diffusion Calls=2, Memory=18.5GB2023.11 | 175.87 | 14.6 |