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ResearchFormerly WizWand

Scene-conditioned motion generation on MBench

0.55Motion ConsistencyMotionVLA

Evaluation results

Method	Links
MotionVLA2026.06		0.55	0.66	0.011	0.0419	0.149	0.0049	1.34	2.14
ViMoGen2026.06		0.53	0.68	0.0108	0.0251	0.204	0.0064	1.78	2.38
MotionLCM2026.06		0.48	0.55	0.0218	0.0439	0.193	0.0202	1.73	2.4
ViMoGen-light2026.06		0.47	0.55	0.0129	0.0294	0.155	0.0051	1.43	2.1
MotionDiffuse2026.06		0.44	0.42	0.0111	0.0289	0.126	0.0063	1.35	2.21
MDM2026.06		0.42	0.51	0.0136	0.0376	0.156	0.0136	1.68	2.67
MotionCraft2026.06		0.42	0.45	0.0132	0.042	0.402	0.009	1.15	2.12
T2M-GPT2026.06		0.39	0.38	0.0156	0.0349	0.209	0.0156	1.33	2.43
MoMask2026.06		0.38	0.44	0.0147	0.0396	0.178	0.0147	1.48	2.67
FineMoGen2026.06		0.37	0.42	0.0118	0.0386	0.281	0.0091	1.18	2.28