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Object Replacement and Style Blending (800 pairs) (test)

0.8656BOSMCAOF+SASF
0.0981840.2974170.496650.695883Jan 12, 2026

Evaluation results

MethodLinks
CAOF+SASFincorporates style fusion=SASF2026.010.86560.21780.30220.2161
CAOF2026.010.66390.20140.29370.1976
Nano Banana2026.010.58490.23460.28560.215
Blended diffusion2026.010.49030.20960.290.1805
Step1X-Edit2026.010.46520.21450.2920.217
SeedEdit2026.010.4650.19630.29150.2017
StyleAligned2026.010.41250.18880.29150.1973
FLUX.1 Kontext2026.010.39550.20690.29420.2118
TurboEdit2026.010.38290.19540.2820.209
LEDITS++2026.010.26930.20390.28760.2236
IP2P2026.010.12770.1680.27760.1694