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Text-to-Motion on Motion-X

67.5R TOP1Real
46.38851.86957.3562.831May 25, 2024

Evaluation results

MethodLinks
Real2024.0567.50.0092.316
MoMask2024.0566.80.0742.241
M³GPTStrategy=Instruction-tuned only T2M2024.0566.10.0762.273
MotionDiffuse2024.0565.90.0752.22
MotionGPT2024.0565.90.0782.166
M³GPT (Instruction-tuned only T2M)Training Strategy=Instruction-tuned only Text-to-Motion, Hardware Platform=Ascend 910B NPU2024.0565.90.0782.314
MotionLCM2024.0565.80.0782.206
Trained single taskStrategy=Single Task Training2024.0565.60.0782.133
Trained single taskTraining Strategy=single task training, Hardware Platform=Ascend 910B NPU2024.0565.40.0812.304
T2M-GPT2024.0564.70.1012.27
M³GPTStrategy=Instruction-tuned2024.0561.50.0932.253
MLD2024.0561.20.1222.267
M³GPT (Instruction-tuned)Training Strategy=Instruction-tuned, Hardware Platform=Ascend 910B NPU2024.0561.20.0942.276
M³GPTStrategy=Pre-trained2024.0560.10.0922.251
M³GPT (Pre-trained)Training Strategy=Pre-trained, Hardware Platform=Ascend 910B NPU2024.0559.60.0962.241
TM2T2024.0558.10.1482.005
MDM2024.0547.20.0782.133