Image Generation on COCO 2014 (val)
14.54FIDFlash SD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Flash SDEMPURPLE=Yes, Cosine similarity=No, Resolution=512 x 5122026.07 | 14.54 | — | 0.2978 | — | — | — | — | |
| Flash SDEMPURPLE=Yes, Cosine similarity=Yes, Resolution=512 x 5122026.07 | 14.66 | — | 0.2978 | — | — | — | — | |
| Flash SDEMPURPLE=No, Resolution=512 x 5122026.07 | 16.18 | — | 0.3064 | — | — | — | — | |
| LCMEMPURPLE=Yes, Cosine similarity=No, Resolution=512 x 5122026.07 | 21.35 | — | 0.3045 | — | — | — | — | |
| LCMEMPURPLE=Yes, Cosine similarity=Yes, Resolution=512 x 5122026.07 | 21.56 | — | 0.3046 | — | — | — | — | |
| LCMEMPURPLE=No, Resolution=512 x 5122026.07 | 23.61 | — | 0.3072 | — | — | — | — | |
| SDv3.5 w/ Look-AheadSampling steps=25, CFG=7, Resolution=512x5122026.02 | 26.17 | 34.6 | 0.3296 | 0.0882 | 0.3045 | 0.3615 | 0.7299 | |
| SDv3.5 w/ Look-BackSampling steps=25, CFG=7, Resolution=512x5122026.02 | 26.27 | 34.81 | 0.3294 | 0.0876 | 0.3053 | 0.3617 | 0.7277 | |
| SDv3.5 w/ A-EulerSampling steps=25, CFG=7, Resolution=512x5122026.02 | 27.64 | 34.63 | 0.3284 | 0.0796 | 0.2909 | 0.3517 | 0.7123 | |
| SDv3.5Sampling steps=25, CFG=7, Resolution=512x5122026.02 | 28.46 | 33.64 | 0.3284 | 0.0799 | 0.2917 | 0.3511 | 0.7145 | |
| SDv3.5 w/ MomentumSampling steps=25, CFG=7, Resolution=512x5122026.02 | 29.36 | 33.27 | 0.3329 | 0.0826 | 0.2943 | 0.3527 | 0.7141 | |
| SDv3.5 w/ Self-GuidanceSampling steps=25, CFG=7, Resolution=512x5122026.02 | 40.98 | 28.54 | 0.3121 | 0.0652 | 0.2618 | 0.3159 | 0.6226 | |
| SAEParateConcept=Naked Man2026.05 | 69.98 | — | 0.307 | — | — | — | — | |
| SAEParateConcept=Naked Woman2026.05 | 70.12 | — | 0.307 | — | — | — | — | |
| SD v1.4 (Base)Concept=–2026.05 | 71.63 | — | 0.3106 | — | — | — | — | |
| Vanilla SAE (SAeUron)Concept=Naked Man2026.05 | 72.18 | — | 0.3053 | — | — | — | — | |
| Vanilla SAE (SAeUron)Concept=Naked Woman2026.05 | 72.28 | — | 0.3058 | — | — | — | — |