Embedded Files
This temporary webpage is provided solely for visualization and qualitative demonstration purposes for our ICLR 2026 submission. All materials strictly follow the double-blind review policy, ensuring that no identifying information about the authors or institutions is disclosed.
Results Gallery
Results Gallery
A man stands up, walks clock-wise in a circle, then sits down on the ground.
A man stands up, walks clock-wise in a circle, then sits down on the ground.
A person jumps up then waits for a bit and then walks forwards.
A person jumps up then waits for a bit and then walks forwards.
A person sits down and crosses the legs, before getting up.
A person sits down and crosses the legs, before getting up.
起身转圈坐下.mp4跳停走.mp4蹲下起来.mp4A person is walking forward and holding a handrail very carefully, as if they are afraid of falling.
A person is walking forward and holding a handrail very carefully, as if they are afraid of falling.
A person stands up and then balances on the right foot.
A person stands up and then balances on the right foot.
A person throws a punch.
A person throws a punch.
扶着栏杆走.mp4站起右脚平衡.mp4出拳.mp4A person walks in a counterclockwise circle while raising his right hand above his head.
A person walks in a counterclockwise circle while raising his right hand above his head.
A figure walks in a zig zag pattern.
A figure walks in a zig zag pattern.
A person takes two steps forward and one steps back.
A person takes two steps forward and one steps back.
逆时针走举右手.mp4z字走路.mp4往前两步往后一步.mp4Comparison with other methods
A person walks to the right, bends the upper body forward, straightens up, and then walks back to the left.
A person walks to the right, bends the upper body forward, straightens up, and then walks back to the left.
向右走弯腰向左走.mp4Ours
Ours
10.mp4MARDM
(CVPR 2025)
MARDM
(CVPR 2025)
10.mp4MotionLCM-v2
(ECCV 2024)
MotionLCM-v2
(ECCV 2024)
10.mp4MotionStreamer
(ICCV 2025)
MotionStreamer
(ICCV 2025)
10.mp4SALAD
(CVPR 2025)
SALAD
(CVPR 2025)
A person stretched out his arms and then leaned forward slightly as if looking at something.
A person stretched out his arms and then leaned forward slightly as if looking at something.
举手弯腰看.mp4Ours
Ours
14.mp4MARDM
(CVPR 2025)
MARDM
(CVPR 2025)
14.mp4MotionLCM-v2
(ECCV 2024)
MotionLCM-v2
(ECCV 2024)
14.mp4MotionStreamer
(ICCV 2025)
MotionStreamer
(ICCV 2025)
14.mp4SALAD
(CVPR 2025)
SALAD
(CVPR 2025)
A person squats to lift something up then struggles to carry and put it down hardly.
A person squats to lift something up then struggles to carry and put it down hardly.
举起东西放下.mp4Ours
Ours
13.mp4MARDM
(CVPR 2025)
MARDM
(CVPR 2025)
13.mp4MotionLCM-v2
(ECCV 2024)
MotionLCM-v2
(ECCV 2024)
13.mp4MotionStreamer
(ICCV 2025)
MotionStreamer
(ICCV 2025)
13.mp4SALAD
(CVPR 2025)
SALAD
(CVPR 2025)
A person jogs in place at a steady rhythm, slowly turns to the right and crouches down.
A person jogs in place at a steady rhythm, slowly turns to the right and crouches down.
原地跑右转下蹲.mp4Ours
Ours
12.mp4MARDM
(CVPR 2025)
MARDM
(CVPR 2025)
12.mp4MotionLCM-v2
(ECCV 2024)
MotionLCM-v2
(ECCV 2024)
12.mp4MotionStreamer
(ICCV 2025)
MotionStreamer
(ICCV 2025)
12.mp4SALAD
(CVPR 2025)
SALAD
(CVPR 2025)
T-SNE visualization results for CCMD
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