First Frame
NVS Solver
CameraCtrl
Motion I2V
Ours
First Frame
NVS Solver
CameraCtrl
Motion I2V
Ours
Origin Video
Reference Warp
NVS Solver
Ours
Ours w. NVS Solver
Reference Warp
NVS Solver
Ours
Ours w. NVS Solver
Origin Video
Edited First Frame
I2VEdit
AnyV2V
Ours
Origin Video
Edited First Frame
I2VEdit
AnyV2V
Ours