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Motion Captioning
Motion Captioning
Generating textual description for human motion.
Papers
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Showing 1–10 of 11 papers
Title
Date
Tasks
Status
Hype
GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities
Dec 5, 2024
Diversity
Motion Captioning
—
Unverified
0
MoTe: Learning Motion-Text Diffusion Model for Multiple Generation Tasks
Nov 29, 2024
Decoder
Denoising
—
Unverified
0
MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding
Oct 29, 2024
Descriptive
Language Modeling
—
Unverified
0
LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning
Oct 9, 2024
Large Language Model
Motion Captioning
—
Unverified
0
Transformer with Controlled Attention for Synchronous Motion Captioning
Sep 13, 2024
Action Localization
Action Segmentation
Code
Code Available
0
Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs
May 27, 2024
Language Modeling
Language Modelling
Code
Code Available
2
Digital Life Project: Autonomous 3D Characters with Social Intelligence
Dec 7, 2023
Diversity
Motion Captioning
—
Unverified
0
Motion2Language, unsupervised learning of synchronized semantic motion segmentation
Oct 16, 2023
Motion Captioning
Motion Segmentation
Code
Code Available
1
Guided Attention for Interpretable Motion Captioning
Oct 11, 2023
Action Localization
Motion Captioning
Code
Code Available
0
MotionGPT: Human Motion as a Foreign Language
Jun 26, 2023
Language Modeling
Language Modelling
Code
Code Available
3
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All datasets
HumanML3D
KIT Motion-Language
Benchmark Results
▼
HumanML3D
4 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
ST-MLP
BLEU-4
25
—
Unverified
2
MLP+GRU
BLEU-4
23.4
—
Unverified
3
TM2T
BLEU-4
22.3
—
Unverified
4
MotionGPT
BLEU-4
12.47
—
Unverified
