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Character-video-driven human reenactment on 160 real-world motion videos (test)

6.619MSCAnyAct
5.5015.791256.08156.37175May 15, 2026

Evaluation results

MethodLinks
AnyActBase motion generation model=MoMask++2026.056.6196.7636.79.056
EchoMotionCategory=Video2SMPL(X), Video diffusion model=Wan2.2-5B2026.056.2136.3136.2948.325
VLM + HY-MotionCategory=VLM+T2M, Base motion generation model=HY-Motion, VLM Prompt Generator=Qwen3.5-27B2026.055.7946.0255.8819.181
GENMOCategory=Video2SMPL(X)2026.055.5635.7755.6447.644
VLM + MoMask++Category=VLM+T2M, Base motion generation model=MoMask++, VLM Prompt Generator=Qwen3.5-27B2026.055.5445.6635.5259.033