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Benchmarks
Motion Reconstruction on HumanML3D (test)
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0.1084
MPJPE
NEC
0.076908
0.289479
0.50205
0.714621
Feb 6, 2026
Feb 11, 2026
Feb 16, 2026
Feb 22, 2026
Feb 27, 2026
Mar 4, 2026
Mar 10, 2026
MPJPE
MPJPE (no translation)
GeoDist
MPJAE
MPJVE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MPJPE
MPJPE (no translation)
GeoDist
MPJAE
MPJVE
NEC
quantization=RVQ
2026.02
0.1084
0.0588
3.96
-
-
TM2T
Skeleton Layout=fixed...
2026.02
0.1411
0.0873
5.34
-
-
Motion Streamer
Skeleton Layout=fixed...
2026.02
0.1961
0.0972
5.37
-
-
NEC
quantization=VQ
2026.02
0.396
0.1395
7.78
-
-
T2M-GPT
Skeleton Layout=fixed...
2026.02
0.4203
0.1376
6.84
-
-
RVQ-VAE
padding=zero pad
2026.02
0.4729
0.2688
27.95
-
-
ZeroWBC
Method=Ours, curriculu...
2026.03
0.536
-
-
0.091
0.4947
GMT
Method=GMT
2026.03
0.553
-
-
0.1046
0.4882
ZeroWBC
Method=w/o Curr., curr...
2026.03
0.8957
-
-
0.1225
0.6478
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