Node Classification on Squirrel

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	JKNet + Hetero-S (8 layers)	57.83	No	The Heterophilic Snowflake Hypothesis: Training ...	2024-06-18	Code
2	Geom-GCN-P	38.14	No	Geom-GCN: Geometric Graph Convolutional Networks	2020-02-13	Code
3	Geom-GCN-S	36.24	No	Geom-GCN: Geometric Graph Convolutional Networks	2020-02-13	Code
4	Geom-GCN-I	33.32	No	Geom-GCN: Geometric Graph Convolutional Networks	2020-02-13	Code

#1JKNet + Hetero-S (8 layers)SOTA
57.83
Accuracy· 2024-06-18
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs Code
#2Geom-GCN-PSOTA
38.14
Accuracy· 2020-02-13
Geom-GCN: Geometric Graph Convolutional Networks Code
#3Geom-GCN-S
36.24
Accuracy· 2020-02-13
Geom-GCN: Geometric Graph Convolutional Networks Code
#4Geom-GCN-I
33.32
Accuracy· 2020-02-13
Geom-GCN: Geometric Graph Convolutional Networks Code