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Graph Classification on OGBG-MOLHIV v1 (test)

0.8039ROC-AUC

P-WL

Updated 1mo ago

Evaluation Results

Method	Links
P-WL 2020.06		0.8039
GSN 2020.06		0.8039
DGN + eigenvectors 2020.06		0.797
DeeperGCN+FLAG 2020.06		0.7942
PHC-GNN 2020.06		0.7934
GDeR 2024.10		0.791
PNA 2020.06		0.7905
GCN+GraphNorm 2020.06		0.7883
HIMP 2020.06		0.788
GDeR 2024.10		0.787
Whole Dataset 2024.10		0.787
e-greedy 2024.10		0.786
DeeperGCN 2020.06		0.7858
InfoBatch 2024.10		0.785
Soft Random 2024.10		0.781
Glister 2024.10		0.78
UCB 2024.10		0.78
GSN 2020.06		0.7799
Craig 2024.10		0.779
InfoBatch 2024.10		0.778
EL2N-20 2024.10		0.777
Margin 2024.10		0.775
GraNd-4 2024.10		0.775
Influence 2024.10		0.774
Least Confidence 2024.10		0.773
GIN+VN 2020.06		0.7707
Forgetting 2024.10		0.769
EL2N-20 2024.10		0.769
DP 2024.10		0.769
GDeR 2024.10		0.769
CD 2024.10		0.767
e-greedy 2024.10		0.766
GDeR 2024.10		0.765
UCB 2024.10		0.763
Craig 2024.10		0.76
DP 2024.10		0.76
Herding 2024.10		0.759
Least Confidence 2024.10		0.758
Margin 2024.10		0.758
Glister 2024.10		0.758
Random 2024.10		0.756
Forgetting 2024.10		0.756
InfoBatch 2024.10		0.756
DeepFool 2024.10		0.755
EL2N-20 2024.10		0.755
UCB 2024.10		0.755
CD 2024.10		0.753
GraNd-4 2024.10		0.753
InfoBatch 2024.10		0.75
DeepFool 2024.10		0.749
e-greedy 2024.10		0.749
UCB 2024.10		0.749
Forgetting 2024.10		0.748
Influence 2024.10		0.748
e-greedy 2024.10		0.747
Herding 2024.10		0.745
Margin 2024.10		0.744
Craig 2024.10		0.744
Soft Random 2024.10		0.744
Least Confidence 2024.10		0.742
Forgetting 2024.10		0.742
GraNd-4 2024.10		0.742
DP 2024.10		0.741
Soft Random 2024.10		0.741
Margin 2024.10		0.74
Glister 2024.10		0.74
EL2N-20 2024.10		0.74
Soft Random 2024.10		0.74
K-Center 2024.10		0.739
Least Confidence 2024.10		0.739
GraNd-4 2024.10		0.738
Influence 2024.10		0.737
Glister 2024.10		0.736
Craig 2024.10		0.735
Random 2024.10		0.734
Herding 2024.10		0.733
DeepFool 2024.10		0.733
CD 2024.10		0.73
Influence 2024.10		0.729
Random 2024.10		0.727
CD 2024.10		0.726
K-Center 2024.10		0.726
DeepFool 2024.10		0.722
DP 2024.10		0.72
K-Center 2024.10		0.708
Herding 2024.10		0.695
Random 2024.10		0.693
K-Center 2024.10		0.672