NTU2012
Description
National Taiwan University 3D model dataset from Chen et al (Chen et al. 2003] Chen, D.-Y.; Tian, X.-P.; Shen, Y.-T.; and Ouhyoung, M. 2003. On Visual Similarity Based 3D Model Retrieval. In Computer Graph). The NTU dataset is composed of 2,012 3D shapes from 67 categories, including car, chair, chess, chip, clock, cup, door, frame, pen, plant leaf and so on. The graph structure is constructed using a probability graph based on node distance. See 'Hypergraph Neural Networks' (https://arxiv.org/pdf/1809.09401) for details on construction.
Basic statistics
- Nodes: 2012
- Hyperedges: 1635
- Unique hyperedges: 1635
- Max size hyperedge: 5
Hypergraph metadata
| Property | Description |
|---|---|
| type | (STRING) Hypergraph type (e.g., Hypergraph). |
| weighted | (BOOL) Whether the hypergraph is weighted (e.g., false). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (47.4 KB) JSON (20.7 KB)
Provenance
Source: https://github.com/jianhao2016/AllSet?tab=readme-ov-file
License: MIT
Reproducibility: Instructions and scripts
Citation
When this data is used in published research or for visualization purposes, please cite the following:
Copied!
@inproceedings{chien2022allset,
title = {You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks},
author = {Chien, Eli and Pan, Chao and Peng, Jianhao and Milenkovic, Olgica},
booktitle = {International Conference on Learning Representations},
year = {2022},
url = {https://openreview.net/forum?id=hpBTIv2uy_E}
}