Datasets › NTU RGB+D 2D

NTU RGB+D 2D

Introduced by Amir Shahroudy et al. in NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis11 Apr 2016 archive 2025-07-28

NTU RGB+D 2D is a curated version of NTU RGB+D often used for skeleton-based action prediction and synthesis. It contains less number of actions.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Human action generation NTU RGB+D 2D Kinetic-GAN MMDa (CS) 0.256 Generative Adversarial Graph Convolutional Networks for... degardinbruno/kinetic-gan 5 Compare

Papers archive 2025-07-28

5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis 1 1 21 Oct 2021 not harvested
Structure-Aware Human-Action Generation 1 1 4 Jul 2020 not harvested
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions 1 1 21 Dec 2019 ran 0 of 1 samples (1 unverified)
Deep Video Generation, Prediction and Completion of Human Action Sequences 0 1 23 Nov 2017 not harvested
Conditional Generative Adversarial Nets 62 1 6 Nov 2014 ran 6 of 40 samples (34 unverified; 6 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Custom (research-only, non-commercial, attribution)

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • NTU RGB+D 2D

1 variant name, as the archive lists them.

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