DOPP-CRAFT-GC v3.2 — GCFairBench Gallery (2,500 images)

Recommended Evaluator Prompts

Start here: these v3.2 prompts have the strongest measured CRAFT-GC improvements and make the comparison easy to understand.

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Region Method Seed Matched prompt Per page

Method	CoFS	GP	SSA-BFS	GCFair
Base SD	0.914	1.000	+0.000	0.259
PromptAug	0.868	0.699	+0.140	0.470
PromptAug-Explicit	0.874	0.852	+0.464	0.926
FairImagen-GC	0.910	0.849	-0.092	0.000
DOPP-CRAFT-GC (validated)	0.851	0.965	+0.397	0.950

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