Multi-domain image-to-image translation on CelebA Dialog 1 domain benchmark leaderboard · SOTA2 Research

Multi-domain image-to-image translation on CelebA Dialog 1 domain

45.5FIDLACE

Evaluation Results

Method	Links
LACE2026.01		45.5	10.61	0.0622	16.24	0.3	0.0252	0.73	23.12	0.91
IP-Adapter2026.01		47.53	11.38	0.0629	15.34	0.32	0.0257	0.56	17.73	0.88
Direct + MasaCtrl2026.01		49.31	17.29	0.0854	10.75	0.36	0.0336	0.68	17.29	0.79
SDEdit2026.01		53.09	15.59	0.1374	13.73	0.49	0.0278	0.58	21.74	0.78
Direct + PnP2026.01		60.52	15.59	0.1195	15.34	0.37	0.0438	0.77	20.31	0.81
DDIM + PnP2026.01		69.1	25	0.1455	15.01	0.4	0.0273	0.6	22.04	0.82
DDIM + MasaCtrl2026.01		164.74	53.96	0.1747	15.58	0.49	0.0962	0.6	15.83	0.65