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Benchmarks
IMU-to-MotionText on HumanML
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17.05
MPJPE
Ours (Bi)
15.2468
27.4184
39.59
51.7616
Apr 23, 2026
MPJPE
PA-MPJPE
MJPRE
MPJVE
MTE
ROUGE-L
CIDEr
BLEU@1
BLEU@4
BERTScore
Updated 1mo ago
Evaluation Results
Method
Method
Links
MPJPE
PA-MPJPE
MJPRE
MPJVE
MTE
ROUGE-L
CIDEr
BLEU@1
BLEU@4
BERTScore
Ours (Bi)
Mode=Bidirectional
2026.04
17.05
13.84
3.49
22.99
22.95
33.34
19.49
44.14
12.27
32.62
Ours (AR)
Mode=Autoregressive
2026.04
26.08
19.33
5.59
34.18
39.05
29.74
12.58
39.32
8.35
28.04
Mod-I2MTS
Architecture=Modular p...
2026.04
62.13
54.8
13.82
86.14
146.1
26.2
3.79
35.67
4.44
22.86
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