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Node Property Prediction on ogbn-mag (test)
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57.97
Test Accuracy
GraphSAINT
35.714
41.492
47.27
53.048
Oct 19, 2020
Aug 27, 2021
Jul 6, 2022
May 15, 2023
Mar 23, 2024
Jan 30, 2025
Dec 9, 2025
Test Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Accuracy
GraphSAINT
Features=gHAWK+Text (B...
2025.12
57.97
GraphSAGE
Features=gHAWK+Text (B...
2025.12
53.04
HGT
Features=gHAWK+Text (B...
2025.12
52.23
GAT
Features=gHAWK+Text (B...
2025.12
49.92
R-GCN
Features=gHAWK+Text (B...
2025.12
48.13
R-GCN + FLAG
Backbone=R-GCN, FLAG=true
2020.10
47.37
GraphSAINT
Features=Text (Word2Vec)
2025.12
46.84
R-GCN
Backbone=R-GCN
2020.10
46.78
GraphSAGE
Features=Text (Word2Vec)
2025.12
45.9
ClusterGCN
Features=gHAWK+Text (B...
2025.12
45.7
HGT
Features=Text (Word2Vec)
2025.12
43.78
R-GCN
Features=Text (Word2Vec)
2025.12
37.86
ClusterGCN
Features=Text (Word2Vec)
2025.12
36.57
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