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Benchmarks
Inductive Node Classification on PPI (inductive)
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99.82
Accuracy
GAMLP(JK)
37.1912
53.4506
69.71
85.9694
Nov 5, 2019
Apr 10, 2020
Sep 15, 2020
Feb 20, 2021
Jul 28, 2021
Jan 2, 2022
Jun 9, 2022
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
GAMLP(JK)
Attention Mechanism=JK
2022.06
99.82
GAMLP(R)
Attention Mechanism=R
2022.06
99.66
GraphSAINT
2022.06
99.4
Cluster-GCN
2022.06
99.2
AIR-GAT
2019.11
98.6
GAT
2019.11
97.3
SAGE-pool
Aggregator=pool
2019.11
73.8
SAGE-LSTM
Aggregator=LSTM
2019.11
66.8
SGC
2022.06
65.7
SAGE-mean
Aggregator=mean
2019.11
64.5
GraphSAGE
2022.06
61.2
AIR-SAGE-GCN
Aggregator=GCN
2019.11
57.8
SAGE-GCN
Aggregator=GCN
2019.11
55.6
Random
2019.11
39.6
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