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ResearchFormerly WizWand

Brightness-clustered generation on COCO 600 prompts (held-out)

0.0702Gaplearned
0.0341120.0434810.052850.062219May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
learnedModel=SD1.5, Noise Coupling=learned coupling matrix2026.050.07020.08730.0462
learnedModel=SD3, Noise Coupling=learned coupling matrix2026.050.06520.08450.0412
equicorr.Model=SD3, Noise Coupling=repulsive equicorrelated noise2026.050.05080.07610.038
equicorr.Model=SD1.5, Noise Coupling=repulsive equicorrelated noise2026.050.04940.07460.0384
i.i.d.Model=SD3, Noise Coupling=independent noise2026.050.04780.07150.0353
learnedModel=SDXL, Noise Coupling=learned coupling matrix2026.050.04610.06040.0286
i.i.d.Model=SD1.5, Noise Coupling=independent noise2026.050.04480.06730.0336
equicorr.Model=SDXL, Noise Coupling=repulsive equicorrelated noise2026.050.03640.05430.0271
i.i.d.Model=SDXL, Noise Coupling=independent noise2026.050.03550.05240.0256