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Graph Classification on PTC (Mean Accuracy and Stdev)
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72.1
Mean Accuracy
MGNNI
58.06
61.705
65.35
68.995
Oct 15, 2022
May 19, 2023
Dec 21, 2023
Jul 25, 2024
Feb 26, 2025
Sep 30, 2025
May 5, 2026
Mean Accuracy
Stdev
Updated 28d ago
Evaluation Results
Method
Method
Links
Mean Accuracy
Stdev
MGNNI
Validation=10-fold cro...
2022.10
72.1
2.8
IGNN
Validation=10-fold cro...
2022.10
70.1
5.6
EIGNN
Validation=10-fold cro...
2022.10
69.8
5.3
WKPI
Config Category=Top NT...
2026.05
68.1
-
CGS
Validation=10-fold cro...
2022.10
64.7
6.4
PLACE
Landmarks (K)=200, Eva...
2026.05
64.3
-
GCN
Validation=10-fold cro...
2022.10
64.2
4.3
GIN
Validation=10-fold cro...
2022.10
63.7
8.2
FDGNN
Validation=10-fold cro...
2022.10
63.4
5.4
PALACE
Landmarks (K)=200, Eva...
2026.05
63
-
DGCNN
Validation=10-fold cro...
2022.10
58.6
-
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