Image Generation on Flickr30K 2015 (test)
22.064FIDOriginal SD
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Original SDImage Resolution=256x256, Watermark Length=48-bit, Translation Coefficient=52026.06 | 22.064 | — | 0.319 | — | — | — | — | |
| Stable Signature*Image Resolution=256x256, Watermark Length=48-bit, Translation Coefficient=52026.06 | 22.202 | — | 0.327 | — | — | — | — | |
| FedOTw/o LVTImage Resolution=256x256, Watermark Length=48-bit, Translation Coefficient=52026.06 | 23.371 | — | 0.33 | — | — | — | — | |
| FedOTnegImage Resolution=256x256, Watermark Length=48-bit, Translation Coefficient=52026.06 | 27.718 | — | 0.304 | — | — | — | — | |
| FedOTtranImage Resolution=256x256, Watermark Length=48-bit, Translation Coefficient=52026.06 | 27.814 | — | 0.317 | — | — | — | — | |
| FedOTmirImage Resolution=256x256, Watermark Length=48-bit, Translation Coefficient=52026.06 | 28.265 | — | 0.301 | — | — | — | — | |
| FedOTrandImage Resolution=256x256, Watermark Length=48-bit, Translation Coefficient=52026.06 | 50.916 | — | 0.301 | — | — | — | — | |
| SDv3.5 w/ Look-BackSampling steps=25, CFG=7, Resolution=512x5122026.02 | 75.62 | 18.3 | 0.3386 | 4.73 | 25.26 | 30.07 | 69.43 | |
| SDv3.5 w/ VAGSCFG=7, κ=0.92026.05 | 75.65 | 18.21 | 33.77 | 4.17 | 23.43 | 29.25 | 67.65 | |
| SDv3.5 w/ Look-AheadSampling steps=25, CFG=7, Resolution=512x5122026.02 | 75.88 | 18.12 | 0.3388 | 4.97 | 25.32 | 30.58 | 70.16 | |
| SDv3.5 w/ A-EulerSampling steps=25, CFG=7, Resolution=512x5122026.02 | 78.57 | 17.83 | 0.3371 | 3.91 | 22.99 | 29 | 67.56 | |
| SDv3.5 w/ A-Euler2026.05 | 78.57 | 17.83 | 33.71 | 3.91 | 22.99 | 29 | 67.56 | |
| SDv3.5 w/ MomentumSampling steps=25, CFG=7, Resolution=512x5122026.02 | 79.05 | 17.56 | 0.342 | 4.18 | 24.27 | 29.32 | 67.2 | |
| SDv3.5Sampling steps=25, CFG=7, Resolution=512x5122026.02 | 79.58 | 17.95 | 0.3379 | 4.12 | 23.88 | 29.3 | 68.03 | |
| SDv3.5CFG=72026.05 | 79.58 | 17.95 | 33.79 | 4.12 | 23.88 | 29.3 | 68.03 | |
| SDv3.5 w/ Self-GuidanceSampling steps=25, CFG=7, Resolution=512x5122026.02 | 93.07 | 14.44 | 0.316 | 3.35 | 20.8 | 26.27 | 57.35 | |
| SDv3.5 w/ Self-Guidance2026.05 | 93.07 | 14.44 | 31.6 | 3.35 | 20.8 | 26.27 | 57.35 |