Semantic Segmentation on CelebAMask HQ (r = 100%) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on CelebAMask HQ (r = 100%)

12.55Dice DeltaAsym. Mask

Evaluation Results

Method	Links
Asym. Mask2026.05		12.55	21.5	2.21	18.9	1.02	0.21	1.19	18.73	41	-1.56	2.77
Adversarial2026.05		12.21	21.07	2.16	18.5	0.96	0.23	1.2	18.26	41	-1.43	2.73
DIFA L-MMD2026.05		12.2	21.08	0.85	14.7	1.01	0.23	1.22	18.3	41	-1.47	2.72
Baseline (Biased)2026.05		12.19	21.04	0.81	14.5	1.08	0.24	1.11	18.27	40	-1.51	2.81
DIFA Coral2026.05		12.19	21.04	0.87	14.8	1.01	0.23	1.18	18.21	41	-1.47	2.74
Fairness EO+DP2026.05		12.17	21	2.22	18.5	1.03	0.23	1.19	18.29	41	-1.51	2.74
Fairness DP2026.05		12.13	20.93	2.22	18.5	0.98	0.23	1.24	18.22	42	-1.43	2.69
Fairness EO2026.05		12.12	20.93	2.22	18.5	1.04	0.23	1.18	18.22	41	-1.47	2.75
g-Conditioned2026.05		0.31	0.6	1.76	2.54	0.36	1.24	0.8	1.31	70	0.25	0.49
Combined2026.05		0.31	0.62	1.76	2.55	0.98	1.28	0.79	1.28	70	0.26	0.5
Auto-conditioned2026.05		0.3	0.58	1.77	2.53	0.94	1.2	0.83	1.34	70	0.25	0.47