HyperAI초신경
홈
뉴스
최신 연구 논문
튜토리얼
데이터셋
백과사전
SOTA
LLM 모델
GPU 랭킹
컨퍼런스
전체 검색
소개
한국어
HyperAI초신경
Toggle sidebar
전체 사이트 검색...
⌘
K
홈
SOTA
Node Classification
Node Classification On Pubmed 005
Node Classification On Pubmed 005
평가 지표
Accuracy
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
Accuracy
Paper Title
Repository
GAT
50.4%
Graph Attention Networks
AdaLanczosNet
66%
LanczosNet: Multi-Scale Deep Graph Convolutional Networks
LanczosNet
68.8 ± 5.6
LanczosNet: Multi-Scale Deep Graph Convolutional Networks
ChebyNet
48.2%
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
MT-GCN
69.5%
Mutual Teaching for Graph Convolutional Networks
Snowball (linear + tanh)
69.45%
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
GGNN
63.3%
Gated Graph Sequence Neural Networks
GCN-FP
63.2%
Convolutional Networks on Graphs for Learning Molecular Fingerprints
Truncated Krylov
72.57%
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
DCNN
66.7%
Diffusion-Convolutional Neural Networks
Snowball (linear)
70.04%
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
GraphSAGE
53.0%
Inductive Representation Learning on Large Graphs
Snowball (tanh)
68.99%
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
VCHN
74.3%
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes
0 of 14 row(s) selected.
Previous
Next