1. Motion Generation

1.1 Gallery

MotionHiFlow generates high-quality 3D human motions driven by a wide range of textual inputs. Here, we present 9 unique examples of synthesized motions demonstrating the robustness and versatility of our approach.

"A person hops forward using both feet"

"A character is running on a treadmill"

"person walking on unstable structure trying to maintain balance"

"A person jumps neatly over an obstacle, and lands before slowing down to a walk."

"a person walks sadly, looking at their feet"

"A person walks with a limp, their left leg gets injured"

"A person stumbles forward as if drunk, then walks steadily after regaining balance."

"a person walking like a bird and then sniffing the air"

"A person walks in a clockwise direction at a steady pace while swinging their arms."

Comparison with Other Methods

Prompt:

"A person runs straight ahead, then makes a 90 degree left turn and walks slowly for several steps"

MotionHiFlow (ours)
Momask
BAMM
MoGenTS

Prompt:

"A person hops forward on his right foot."

MotionHiFlow (ours)
Momask
BAMM
MoGenTS

Prompt:

"A person walks sideways to the right, keeping close to the wall."

MotionHiFlow (ours)
Momask
BAMM
MoGenTS