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Text-to-image generation on MoCA

2.607NIQEMoGen
2.58442.736952.88953.04205Jan 9, 2026

Evaluation results

MethodLinks
MoGenInput=Text2026.012.6070.34292.474.8574.492——65.2867.75
MoGenInput=Text + Bounding Box2026.012.6350.33492.734.7254.429—0.70174.9195.62
FLUXInput=Text2026.012.6750.33788.054.9014.311——15.7327.21
Omnigen2Input=Text2026.012.6870.30189.914.7454.25——12.7218.96
SDXLInput=Text2026.012.8170.29284.264.7154.147——8.723.96
Emu2Input=Text + Bounding Box2026.012.9210.30785.294.5154.106—0.47225.490.57
Emu2Input=Text2026.012.9910.29783.774.4914.089——6.722.31
Bounded-attentionInput=Text + Bounding Box2026.013.1720.31686.424.4713.989—0.55731.143.81