ML Research Wiki / Benchmarks / Human action generation / Human3.6M

Human3.6M

Human action generation Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: MMDa

Top Performing Models

Rank Model Paper MMDa Date Code
1 Deep Video Generation, Prediction and Completion of Human Action Sequences Deep Video Generation, Prediction and Completion of Human Action Sequences 0.42 2017-11-23 -
2 Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions 0.20 2019-12-21 📦 zheshiyige/Learning-Diverse-Stochastic-Human-Action-Generators-by-Learning-Smooth-Latent-Transitions
3 c-GAN Conditional Generative Adversarial Nets 0.16 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 0.15 2020-07-04 📦 PingYu-iris/SA-GCN
5 Kinetic-GAN Generative Adversarial Graph Convolutional Networks for Human Action Synthesis 0.07 2021-10-21 📦 degardinbruno/kinetic-gan

All Papers (5)

Deep Video Generation, Prediction and Completion of Human Action Sequences

2017
Deep Video Generation, Prediction and Completion of Human Action Sequences