SweetDreamer: Aligning Geometric Priors
in 2D Diffusion for Consistent Text-to-3D

Ablation Study

Ours CCM Guided

Depth Guided

Normal Guided

w/o Camera Embedding

a DSLR photo of a dog made out of salad

Gandalf wearing a grey cloth wizard hat, white_hair, head

Albert Einstein with grey suit is riding a bicycle

Fire-breathing Phoenix, mythical bird, engulfed in flames

A pig wearing a back pack, 4K, HD