ML Research Wiki / Benchmarks / Human action generation / NTU RGB+D 2D

NTU RGB+D 2D

Human action generation Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: MMDa (CS)

Top Performing Models

Rank Model Paper MMDa (CS) Date Code
1 SkeletonGAN Deep Video Generation, Prediction and Completion of Human Action Sequences 0.70 2017-11-23 -
2 c-SkeletonGAN Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions 0.34 2019-12-21 📦 zheshiyige/Learning-Diverse-Stochastic-Human-Action-Generators-by-Learning-Smooth-Latent-Transitions
3 c-GAN Conditional Generative Adversarial Nets 0.33 2014-11-06 📦 MaximeVandegar/Papers-in-100-Lines-of-Code 📦 znxlwm/pytorch-mnist-celeba-cgan-cdcgan 📦 mindspore-ai/models
4 SA-GCN Structure-Aware Human-Action Generation 0.29 2020-07-04 📦 PingYu-iris/SA-GCN
5 Kinetic-GAN Generative Adversarial Graph Convolutional Networks for Human Action Synthesis 0.26 2021-10-21 📦 degardinbruno/kinetic-gan

All Papers (5)