HyperAIHyperAI

Command Palette

Search for a command to run...

Console

Motion Synthesis On Kit Motion Language

Metrics

Diversity
FID
Multimodality
R Precision Top3

Results

Performance results of various models on this benchmark

Paper Title
Text2Gesture9.33412.12-0.338TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
Language2Pose9.0736.545-0.483TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
TEMOS10.843.7170.5320.687Executing your Commands via Motion Diffusion in Latent Space
TM2T9.4733.5993.2920.587TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
T2M10.723.0222.0520.681Generating Diverse and Natural 3D Human Motions From Text
MotionDiffuse11.101.9540.7300.739MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model
AttT2M10.960.8702.2810.751AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism
T2M-GPT (τ = 0)11.1980.7372.3090.716T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
T2M-GPT (τ = 0.5)10.8620.7171.9120.737T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
Fg-T2M10.930.5711.0190.745Fg-T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model
T2M-GPT (τ ∈ U[0, 1])10.9210.5141.5700.745T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
MDM10.8470.4971.9070.396Human Motion Diffusion Model
DiverseMotion10.8730.4682.0620.760DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion
ParCo10.950.4531.2450.772ParCo: Part-Coordinating Text-to-Motion Synthesis
MMM (predict length)10.6330.4291.1050.718MMM: Generative Masked Motion Model
MLD10.800.4042.1920.734Executing your Commands via Motion Diffusion in Latent Space
GUESS10.9330.3712.7320.751GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion Generation
MMM (gt length)10.9100.3161.2320.744MMM: Generative Masked Motion Model
GraphMotion11.120.3133.6270.769Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs
MotionPCM10.827 0.294 1.254 0.787MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model
0 of 30 row(s) selected.
Motion Synthesis On Kit Motion Language | SOTA | HyperAI