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المنصة
الرئيسية
SOTA
تصنيف العقد
Node Classification On Genius
Node Classification On Genius
المقاييس
1:1 Accuracy
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
1:1 Accuracy
Paper Title
GESN
91.72 ± 0.08
Addressing Heterophily in Node Classification with Graph Echo State Networks
LINKX
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Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
ACM-GCN++
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Revisiting Heterophily For Graph Neural Networks
ACMII-GCN++
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Revisiting Heterophily For Graph Neural Networks
ACM-GCN+
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Revisiting Heterophily For Graph Neural Networks
GPRGCN
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Adaptive Universal Generalized PageRank Graph Neural Network
GCNJK
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Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
ACMII-GCN+
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Revisiting Heterophily For Graph Neural Networks
GCNII
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Simple and Deep Graph Convolutional Networks
LINK
-
New Benchmarks for Learning on Non-Homophilous Graphs
MixHop
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MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
Dual-Net GNN
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Feature Selection: Key to Enhance Node Classification with Graph Neural Networks
GloGNN
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Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
L Prop 2-hop
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New Benchmarks for Learning on Non-Homophilous Graphs
L Prop 1-hop
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New Benchmarks for Learning on Non-Homophilous Graphs
APPNP
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Predict then Propagate: Graph Neural Networks meet Personalized PageRank
SGC 2-hop
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Simplifying Graph Convolutional Networks
GloGNN++
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Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
C&S 1-hop
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Combining Label Propagation and Simple Models Out-performs Graph Neural Networks
SGC 1-hop
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Simplifying Graph Convolutional Networks
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