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Graph Classification on ogbg-molpcba (val)
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32.54
AP
GraphGPT-B (24 layers)
20.112
23.3385
26.565
29.7915
Oct 25, 2021
Mar 6, 2022
Jul 17, 2022
Nov 27, 2022
Apr 9, 2023
Aug 20, 2023
Dec 31, 2023
AP
Updated 4d ago
Evaluation Results
Method
Method
Links
AP
GraphGPT-B (24 layers)
Params=227.3M, Pre-tra...
2023.12
32.54
Graphormer-L
Params=119.5M, Pre-tra...
2023.12
32.27
GraphGPT-B (12 layers)
Params=113.6M, Pre-tra...
2023.12
32.27
GraphGPT-M
Params=37.7M, Pre-trai...
2023.12
31.62
PDIFF
Params=3.84M, Pre-trai...
2023.12
31.15
PHC-GNN
Virtual node=false
2021.10
30.68
GINE
Virtual node=true
2021.10
30.65
GINE-VN
Params=6.1M, Pre-train...
2023.12
30.65
Nested GIN
Virtual node=true, Ens...
2021.10
30.59
NGIN-VN
Params=44.19M, Pre-tra...
2023.12
30.59
Nested GIN
Virtual node=true
2021.10
29.15
GIN
Virtual node=true
2021.10
27.98
GCN
Virtual node=true
2021.10
24.95
GIN
Params=1.92M, Pre-trai...
2023.12
23.05
GCN
Params=0.57M, Pre-trai...
2023.12
20.59
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