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ResearchFormerly WizWand

Fairness-aware Image Generation on Stable Diffusion Gender attributes v1.5

0.09Bias-OText Embedding Steering (TES)

Evaluation results

Method	Links
Text Embedding Steering (TES)2026.07		0.09	1.88	0.05	28.68	73.93	0.64	253.04	1.36
LightFair2026.07		0.3	0.99	0.17	30.57	80.09	0.63	233.53	1.3
FinetuneFD2026.07		0.38	2.31	0.22	29.34	76.17	0.57	278.21	1.24
MIST2026.07		0.39	1.35	0.22	29.1	76.67	0.55	254.33	1.27
ITI-GEN2026.07		0.39	1.27	0.18	28.36	68.82	0.45	246.55	1.29
BalancingAct2026.07		0.41	1.7	0.24	29.3	77.37	0.55	272.08	1.28
AITTI2026.07		0.41	1.34	0.25	29.03	77.25	0.56	267.23	1.29
FairMapping2026.07		0.46	2.16	0.3	29.3	76	0.53	278.81	1.26
EntiGen2026.07		0.46	2.63	0.27	28.57	71.89	0.5	263.76	1.29
SANER2026.07		0.52	1.65	0.35	28.13	75.28	0.52	275.34	1.25
TI2026.07		0.56	1.88	0.33	28.76	75.43	0.54	278.92	1.27
TIME2026.07		0.65	1.76	0.4	28.45	73.71	0.52	279.17	1.25
FairSM2026.07		0.65	1.83	0.43	27.98	74.23	0.52	265.6	1.26
SD2026.07		0.73	1.9	0.45	29.31	—	—	275.13	1.26
DEAR2026.07		0.73	1.9	0.45	29.31	—	—	275.13	1.26
UCE2026.07		0.78	1.79	0.48	28.91	82.72	0.7	273.95	1.26
FairD2026.07		0.79	3.25	0.45	28.79	75.91	0.53	269.62	1.3