Node Anomaly Detection on Reddit (semi-supervised) benchmark leaderboard · SOTA2 Research

Node Anomaly Detection on Reddit (semi-supervised)

4.9AUPRCBernNet

Evaluation Results

Method	Links
BernNet2023.06		4.9	63.1	6.4
AMNet2023.06		4.9	62.9	6.8
SVM2023.06		4.7	61.8	6.4
GAT2023.06		4.7	60.5	6.5
BGNN2023.06		4.7	63.1	5.6
GAS2023.06		4.7	60.6	6.6
GAT-sep2023.06		4.6	60.3	5.8
GraphSAGE2023.06		4.5	60.3	5.8
RF-Graph2023.06		4.5	61.4	5.8
MLP2023.06		4.4	59.1	6.5
RF2023.06		4.3	61	5.6
XGBOD2023.06		4.3	59.1	4.9
GIN2023.06		4.3	60	4.8
GT2023.06		4.3	59.1	5.6
DCI2023.06		4.3	61	4.5
GCN2023.06		4.2	56.9	6.2
BWGNN2023.06		4.2	57.7	6
GHRN2023.06		4.2	57.5	6.3
XGBoost2023.06		4.1	58.9	5
NA2023.06		4.1	59.5	4.6
XGB-Graph2023.06		4.1	59.2	4.9
KNN2023.06		4	58.9	5.7
PNA2023.06		4	58.4	4.2
SGC2023.06		3.8	53.6	5.9
PCGNN2023.06		3.4	52.8	3