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Benchmarks
Graph Classification on IMDb-M 80/20 (test)
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56.4
Accuracy
TREE-G
40.904
44.927
48.95
52.973
Jul 6, 2022
Accuracy
Standard Deviation
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Standard Deviation
TREE-G
2022.07
56.4
0.9
TREE-G
active subset distance...
2022.07
52.7
1.5
TREE-G
propagation depth (d)=...
2022.07
52.3
1.5
WL
2022.07
50.9
3.8
GCN
2022.07
50
3
GIN
2022.07
48.8
5
GraphSAGE
2022.07
47.8
1.9
GATv2
2022.07
47.6
0.5
GAT
2022.07
47
1.9
BGNN
2022.07
46.2
2.3
RW
2022.07
45.1
0.9
XGraphBoost
2022.07
41.5
0.9
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