Motion Captioning on HumanML3D

Metric: BLEU-4 (higher is better)

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#	Model↕	BLEU-4▼	Extra Data	Paper	Date↕	Code
1	ST-MLP	25	No	Guided Attention for Interpretable Motion Captio...	2023-10-11	Code
2	MLP+GRU	23.4	No	Motion2Language, unsupervised learning of synchr...	2023-10-16	Code
3	TM2T	22.3	No	TM2T: Stochastic and Tokenized Modeling for the ...	2022-07-04	Code
4	MotionGPT	12.47	No	MotionGPT: Human Motion as a Foreign Language	2023-06-26	Code

#1ST-MLPSOTA
25
BLEU-4· 2023-10-11
Guided Attention for Interpretable Motion Captioning Code
#2MLP+GRU
23.4
BLEU-4· 2023-10-16
Motion2Language, unsupervised learning of synchronized semantic motion segmentation Code
#3TM2TSOTA
22.3
BLEU-4· 2022-07-04
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts Code
#4MotionGPT
12.47
BLEU-4· 2023-06-26
MotionGPT: Human Motion as a Foreign Language Code