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ResearchFormerly WizWand

Image-to-Image Translation (Appearance Consistency) on LAION Mini

0.965Structure SimilarityFBSDiff++

Evaluation results

Method	Links
FBSDiff++2026.01		0.965	0.24	15.577	0.284	6.587
FBSDiff2026.01		0.963	0.241	15.758	0.285	6.586
Ins-P2P2026.01		0.959	0.263	23.106	0.261	6.274
GNRI2026.01		0.958	0.25	20.869	0.265	6.589
PnP2026.01		0.955	0.268	21.003	0.286	6.585
IC-Edit2026.01		0.954	0.254	18.886	0.268	6.593
AIDI2026.01		0.953	0.251	18.683	0.277	6.496
Swiftedit2026.01		0.952	0.247	19.574	0.274	6.523
p2p-zero2026.01		0.95	0.245	17.244	0.264	6.476
SPDInv2026.01		0.949	0.264	22.363	0.277	6.489
ENM-Inv2026.01		0.948	0.269	23.108	0.283	6.532
Null-text2026.01		0.947	0.249	18.025	0.278	6.501
PT-Inv2026.01		0.946	0.248	21.055	0.273	6.487
Neg-Inv2026.01		0.945	0.252	18.975	0.278	6.488
StyleDiff2026.01		0.944	0.253	22.245	0.27	6.479
Edit-Friendly2026.01		0.94	0.265	23.457	0.279	6.51
Renoise2026.01		0.938	0.27	22.685	0.281	6.516
Masactrl2026.01		0.937	0.257	19.696	0.28	6.508
Sine2026.01		0.934	0.274	24.184	0.285	6.339
Imagic2026.01		0.932	0.271	21.388	0.282	6.476