Home Console Docs News Papers Tutorials Datasets Wiki SOTA LLM Models GPU Leaderboard Events

English

Node Classification On Pubmed 01

Metrics

Accuracy

Results

Performance results of various models on this benchmark

		Paper Title	Repository
Truncated Krylov	77.21%	Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
VCHN	76.8%	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
LanczosNet	73.4 ± 5.1	LanczosNet: Multi-Scale Deep Graph Convolutional Networks
DCNN	73.1%	Diffusion-Convolutional Neural Networks
MT-GCN	73.1%	Mutual Teaching for Graph Convolutional Networks
AdaLanczosNet	72.8 ± 4.6	LanczosNet: Multi-Scale Deep Graph Convolutional Networks
GGNN	70.4%	Gated Graph Sequence Neural Networks
GCN-FP	70.3%	Convolutional Networks on Graphs for Learning Molecular Fingerprints
GraphSAGE	65.4%	Inductive Representation Learning on Large Graphs
GAT	59.6%	Graph Attention Networks
ChebyNet	55.2%	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

0 of 14 row(s) selected.

Node Classification On Pubmed 01 | SOTA | HyperAI