We use the threestudio implementation for all the baselines. A fixed configuration is used for each method (including ours) without prompt-wise hyperparameter tuning. The results here are without cherry picking.
Dreamfusion-IF
Magic3D-IF-SD
Text2Mesh-IF
ProlificDreamer
Ours
Flying Dragon, highly detailed, breathing fire
A bald eagle carved out of wood
Pedestal Fan (White)
a DSLR photo of a frog wearing a sweater
a DSLR photo of a ghost eating a hamburger
mecha vampire girl chibi
A 3D scan of AK47, weapon
Darth Vader helmet,g highly detailed
A photo of a horse walking
Fisherman House, cute, cartoon, blender, stylized