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Gesture Generation On Beat2

Metrics

FGD

Results

Performance results of various models on this benchmark

Paper Title
S2G2.815Learning Individual Styles of Conversational Gesture
Trimodal1.241Speech Gesture Generation from the Trimodal Context of Text, Audio, and Speaker Identity
HA2G1.232Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation
Habibie0.9040Learning Speech-driven 3D Conversational Gestures from Video
CaMN0.6644BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis
TalkShow0.6209Generating Holistic 3D Human Motion from Speech
EMAGE0.5512EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling
MambaTalk0.5366MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models
Syntalker0.4687Enabling Synergistic Full-Body Control in Prompt-Based Co-Speech Motion Generation
Contexual Gesture0.4434Contextual Gesture: Co-Speech Gesture Video Generation through Context-aware Gesture Representation
GestureLSM0.4040GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling
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