HyperAIHyperAI超神経
ホームニュース論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
検索
サイトについて
HyperAIHyperAI超神経

Node Classification On Cora 3

評価指標

Accuracy

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Accuracy
Paper TitleRepository
GraphSAGE64.2%Inductive Representation Learning on Large Graphs
VCHN83.1%View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes
Truncated Krylov81.92%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
CPF-tra-GCNII84.18%Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework
GCN-FP71.7%Convolutional Networks on Graphs for Learning Molecular Fingerprints
MT-GCN78.5%Mutual Teaching for Graph Convolutional Networks
GAT56.8%Graph Attention Networks
AdaLanczosNet77.7 ± 2.4LanczosNet: Multi-Scale Deep Graph Convolutional Networks
LanczosNet76.3 ± 2.3LanczosNet: Multi-Scale Deep Graph Convolutional Networks
GGNN73.1%Gated Graph Sequence Neural Networks
ChebyNet62.1%Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Snowball (linear + tanh)79.52%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
Snowball (linear)80.96%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
Snowball (tanh)80.72%Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
DCNN76.7%Diffusion-Convolutional Neural Networks
0 of 15 row(s) selected.