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ResearchFormerly WizWand

Node Classification on Citeseer 6 labeled per class

68.9AccuracyMT-GCN
39.05246.80154.5562.299Sep 2, 2020Aug 14, 2021Jul 27, 2022Jul 9, 2023Jun 19, 2024Jun 1, 2025May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MT-GCNLabeled per class=6, Label rate=1%2020.0968.9
M3SLabeled per class=6, Label rate=1%2020.0962.1
UnionLabeled per class=6, Label rate=1%2020.0959.1
IntersectionLabeled per class=6, Label rate=1%2020.0959.1
Self-trainingLabeled per class=6, Label rate=1%2020.0958.1
MultiStageLabeled per class=6, Label rate=1%2020.0957.8
GFMateBackbone=GCN2026.0556.25
Co-trainingLabeled per class=6, Label rate=1%2020.0955.7
GCN+VLabeled per class=6, Label rate=1%2020.0955.3
SAMGPTBackbone=GCN2026.0547.76
GCN-VLabeled per class=6, Label rate=1%2020.0946.5
ChebyshevLabeled per class=6, Label rate=1%2020.0942.8
LPLabeled per class=6, Label rate=1%2020.0940.2