Fair Text-to-Image Generation on Fair TTI Evaluation Prompt Set (test)

0.01Bias-PKG-FairDiff

Evaluation Results

Method
KG-FairDiff2026.05	0.01	0.02	0	1.99	5.46
KG-FairDiff2026.05	0.03	0.02	2.02	16.68	3.65
KG-FairDiff2026.05	0.03	0.02	2.02	16.68	3.65
Baseline2026.05	0.04	0.02	1.95	17.82	3.22
KG-FairDiff2026.05	0.04	0.03	2.69	8.49	4.17
KG-FairDiff2026.05	0.04	0.03	2.46	10.72	3.77
Baseline2026.05	0.04	0.02	1.86	19.55	3.89
KG-FairDiff2026.05	0.04	0.01	1.48	28.61	3.75
Baseline2026.05	0.04	0.02	1.83	20.15	4.04
KG-FairDiff2026.05	0.04	0.02	2.21	13.78	3.53
Baseline2026.05	0.04	0.02	2.25	13.27	3.84
KG-FairDiff2026.05	0.04	0.03	2.54	9.86	3.69
Baseline2026.05	0.04	0.02	1.95	17.82	3.22
KG-FairDiff2026.05	0.05	0.03	1.85	9.89	4.13
KG-FairDiff2026.05	0.05	0.03	2.7	8.44	3.99
KG-FairDiff2026.05	0.05	0.03	1.85	9.89	4.13
Baseline2026.05	0.06	0.03	1.72	11.25	3.92
Baseline2026.05	0.06	0.03	2.93	6.68	4.47
Baseline2026.05	0.06	0.04	3.03	6.07	4.12
Baseline2026.05	0.06	0.03	2.49	10.4	4.46
KG-FairDiff2026.05	0.06	0.01	0	1.99	4.99
Baseline2026.05	0.06	0.04	1.67	11.82	4.14
KG-FairDiff2026.05	0.06	0.03	1.32	16.75	4.1
Baseline2026.05	0.06	0.03	1.67	11.85	4.72
KG-FairDiff2026.05	0.06	0.03	1.8	10.32	4.09
KG-FairDiff2026.05	0.06	0.05	0	1.98	4.86
KG-FairDiff2026.05	0.06	0.04	2	8.45	3.62
Baseline2026.05	0.06	0.03	1.72	11.25	3.92
KG-FairDiff2026.05	0.07	0.06	2.46	5.37	4.45
KG-FairDiff2026.05	0.07	0.05	2.18	7.07	3.98
Baseline2026.05	0.07	0.04	2.09	7.77	4.15
Baseline2026.05	0.08	0.06	2.52	5.04	4.61
Baseline2026.05	0.09	0.05	0	1.98	4.91
KG-FairDiff2026.05	0.09	0.08	0.82	7.86	4.42
KG-FairDiff2026.05	0.09	0.05	2.33	6.07	4.33
Baseline2026.05	0.09	0.08	2.92	3.38	4.21
Baseline2026.05	0.09	0.05	2.27	6.45	4.5
Baseline2026.05	0.09	0.05	0	1.98	4.91
KG-FairDiff2026.05	0.09	0.08	0.82	7.86	4.42
KG-FairDiff2026.05	0.1	0.07	0.93	7.03	4.56
Baseline2026.05	0.11	0.06	0.58	7.83	3.66
KG-FairDiff2026.05	0.11	0.07	0.74	6.64	4.23
KG-FairDiff2026.05	0.11	0.09	1.03	6.4	4.18
KG-FairDiff2026.05	0.11	0.07	0.77	8.32	4.33
KG-FairDiff2026.05	0.11	0.1	1.01	5.05	4.45
Baseline2026.05	0.11	0	0	1.99	4.88
Baseline2026.05	0.11	0.06	0.58	7.83	3.66
KG-FairDiff2026.05	0.11	0.07	0.74	6.64	4.23
KG-FairDiff2026.05	0.12	0.08	0.59	7.72	4.02
Baseline2026.05	0.12	0.07	0.83	7.78	4.75
Baseline2026.05	0.13	0.12	0.56	3.97	4.31
KG-FairDiff2026.05	0.13	0.01	0	1.99	5.34
Baseline2026.05	0.13	0.09	1.15	5.65	4.28
KG-FairDiff2026.05	0.13	0.1	0.97	5.25	4.49
Baseline2026.05	0.13	0.09	1.07	6.15	4.59
Baseline2026.05	0.13	0.07	0.66	7.18	4.23
KG-FairDiff2026.05	0.13	0.09	0.86	5.88	3.83
Baseline2026.05	0.13	0.12	0.56	3.97	4.31
KG-FairDiff2026.05	0.13	0.01	0	1.99	5.34
Baseline2026.05	0.13	0.09	1.15	5.65	4.28
KG-FairDiff2026.05	0.14	0.12	1.07	4.76	4.56
KG-FairDiff2026.05	0.14	0.12	1.54	3.82	4.25
Baseline2026.05	0.14	0.06	0	1.98	4.88
Baseline2026.05	0.14	0.09	0.74	6.63	4.1
Baseline2026.05	0.14	0.08	0.79	6.32	4.69
Baseline2026.05	0.14	0.11	1.49	4.03	4.4
KG-FairDiff2026.05	0.14	0.11	1.38	4.5	4.16
KG-FairDiff2026.05	0.15	0.13	0.71	4.41	4.49
Baseline2026.05	0.15	0.1	1.35	4.63	4.72
KG-FairDiff2026.05	0.15	0.13	0.71	4.41	4.49
Baseline2026.05	0.16	0.11	1.33	4.71	4.7
KG-FairDiff2026.05	0.17	0.15	0.68	3.52	4.77
KG-FairDiff2026.05	0.17	0.1	1.09	4.68	4.15
KG-FairDiff2026.05	0.17	0.1	1.3	4.85	4.33
Baseline2026.05	0.17	0.12	1.16	4.36	4.51
Baseline2026.05	0.17	0.13	1.81	2.93	4.78
KG-FairDiff2026.05	0.17	0.12	0.63	4.77	4.46
KG-FairDiff2026.05	0.17	0.13	0.82	3.94	5.36
KG-FairDiff2026.05	0.17	0.15	0.68	3.52	4.77
KG-FairDiff2026.05	0.18	0.16	0.75	3.28	4.94
Baseline2026.05	0.19	0.16	1.57	2.88	4.51
KG-FairDiff2026.05	0.19	0.15	0.79	4.04	4.36
KG-FairDiff2026.05	0.19	0.16	0.57	3.92	4.6
Baseline2026.05	0.19	0.15	0.81	3.97	5.41
Baseline2026.05	0.2	0.16	1.01	3.25	4.91
KG-FairDiff2026.05	0.2	0	0	2	5.51
Baseline2026.05	0.2	0.1	0.96	5.35	4.84
Baseline2026.05	0.2	0.15	0.9	3.64	4.73
Baseline2026.05	0.2	0.15	0.67	3.55	5.17
Baseline2026.05	0.2	0.16	1.01	3.25	4.91
KG-FairDiff2026.05	0.21	0.18	0.06	1.86	4.84
KG-FairDiff2026.05	0.21	0.2	0.88	2.88	4.89
Baseline2026.05	0.21	0.14	0.62	3.73	4.78
KG-FairDiff2026.05	0.21	0.17	0.78	3.19	4.44
KG-FairDiff2026.05	0.21	0.17	1.07	3.05	4.53
Baseline2026.05	0.22	0.15	0.95	3.44	5.06
Baseline2026.05	0.22	0.19	0.72	3.38	4.47
KG-FairDiff2026.05	0.23	0.21	0.97	2.63	4.86
Baseline2026.05	0.23	0.01	0	1.99	5.38
KG-FairDiff2026.05	0.24	0.17	1.17	2.78	5.12