HyperAIHyperAI

Command Palette

Search for a command to run...

Console

Node Classification On Pubmed 01

Metrics

Accuracy

Results

Performance results of various models on this benchmark

Paper Title
Truncated Krylov77.21%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
VCHN76.8%View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes
Snowball (linear + tanh)75.30%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
Snowball (tanh)74.40%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
Snowball (linear)73.83%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
LanczosNet73.4 ± 5.1LanczosNet: Multi-Scale Deep Graph Convolutional Networks
DCNN73.1%Diffusion-Convolutional Neural Networks
MT-GCN73.1%Mutual Teaching for Graph Convolutional Networks
AdaLanczosNet72.8 ± 4.6LanczosNet: Multi-Scale Deep Graph Convolutional Networks
GGNN70.4%Gated Graph Sequence Neural Networks
GCN-FP70.3%Convolutional Networks on Graphs for Learning Molecular Fingerprints
GraphSAGE65.4%Inductive Representation Learning on Large Graphs
GAT59.6%Graph Attention Networks
ChebyNet55.2%Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
0 of 14 row(s) selected.
Node Classification On Pubmed 01 | SOTA | HyperAI