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Benchmarks
Node Classification on GraphLand Classification Aggregate
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14.67
AR (cls)
AnyGraph
1.4932
4.9141
8.335
11.7559
Aug 28, 2025
AR (cls)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AR (cls)
AnyGraph
Evaluation Protocol=In...
2025.08
14.67
MDGFM
Evaluation Protocol=Fi...
2025.08
14
GCOPE
Evaluation Protocol=Fi...
2025.08
13.67
SAMGPT
Evaluation Protocol=Fi...
2025.08
13.33
OpenGraph
Evaluation Protocol=In...
2025.08
12.67
TS-GNN
Evaluation Protocol=In...
2025.08
12.67
GCN
2025.08
8.67
GraphSAGE
2025.08
8
GAT
2025.08
7.67
GT
2025.08
7
G2T-TabPFNv2
Evaluation Protocol=In...
2025.08
6.67
LightGBM-NFA
2025.08
6.33
G2T-TabPFNv2
Evaluation Protocol=Fi...
2025.08
4.33
G2T-LimiX
Evaluation Protocol=In...
2025.08
2.33
G2T-TabPFNv2.5
Evaluation Protocol=In...
2025.08
2
G2T-LimiX
Evaluation Protocol=Fi...
2025.08
2
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