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Benchmarks
Node Classification on PascalVOC-SP LRGB
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37.48
F1 Score
GraphGPS
11.6568
18.3609
25.065
31.7691
May 13, 2023
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
GraphGPS
Laplacian Positional E...
2023.05
37.48
DRew-GatedGCN
Laplacian Positional E...
2023.05
33.14
SAN
Laplacian Positional E...
2023.05
32.3
DRew-GatedGCN
Parameter budget=~500k
2023.05
32.14
DIGL+MPNN
Laplacian Positional E...
2023.05
29.21
GatedGCN
Parameter budget=~500k
2023.05
28.73
GatedGCN
Positional Encoding (P...
2023.05
28.6
DIGL+MPNN
Parameter budget=~500k
2023.05
28.24
DRew-GIN
Parameter budget=~500k
2023.05
27.19
Transformer
Laplacian Positional E...
2023.05
26.94
DRew-GIN
Laplacian Positional E...
2023.05
26.92
MixHop-GCN
Parameter budget=~500k
2023.05
25.06
MixHop-GCN
Laplacian Positional E...
2023.05
22.18
DRew-GCN
Laplacian Positional E...
2023.05
18.51
DRew-GCN
Parameter budget=~500k
2023.05
18.48
GCN
Parameter budget=~500k
2023.05
12.68
GINE
Parameter budget=~500k
2023.05
12.65
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