Share your thoughts, 1 month free Claude Pro on usSee more

Graph Anomaly Detection on YelpChi

83.4AUROC

REFI-GAD

Updated 8d ago

Evaluation Results

Method
REFI-GAD 2026.05	83.4	-
REFI-GAD 2026.05	83.4	-
NeighborDiv 2026.05	61.52	-
SmoothGNN 2026.05	61.3	-
SmoothGNN 2026.05	61.3	-
TAM 2023.05	56.43	7.78
GAT 2026.05	55.81	-
UNPrompt 2026.05	53.99	-
UNPrompt 2026.05	53.91	-
UNPrompt 2026.05	53.91	-
ARC 2026.05	53.34	-
ARC 2026.05	53.34	-
BWGNN 2026.05	52.76	-
BWGNN 2026.05	52.76	-
IA-GGAD 2026.05	52.45	-
IA-GGAD 2026.05	52.45	-
CoLA 2026.05	52.41	-
CoLA 2026.05	52.41	-
GGAD 2026.05	52.14	-
GGAD 2026.05	52.14	-
IA-GGAD 2026.05	52.07	-
CHRN 2026.05	51.72	-
CHRN 2026.05	51.72	-
GCN 2026.05	51.21	-
GCN 2026.05	51.21	-
ANEMONE 2026.05	50.88	-
ANEMONE 2026.05	50.88	-
BGNN 2026.05	50.67	-
BGNN 2026.05	50.67	-
GAT 2026.05	50.43	-
GAT 2026.05	50.43	-
BWGNN 2026.05	50.12	-
AHFAN 2026.05	49.76	-
AHFAN 2026.05	49.76	-
ANOMALOUS 2023.05	49.56	5.19
TAM 2026.05	49.02	-
GADAM 2026.05	48.41	-
GHRN 2026.05	47.24	-
AnomalyGFM 2026.05	46.75	-
CoLA 2023.05	46.36	4.48
AnomalyGFM 2026.05	46.21	-
AnomalyGFM 2026.05	46.21	-
HCM-A 2023.05	45.93	2.87
GCN 2026.05	44.45	-
ComGA 2023.05	43.91	4.23
AnomalyDAE 2026.05	43.07	-
DOMINANT 2023.05	41.33	3.95
iForest 2023.05	41.2	4.09
SL-GAD 2023.05	33.12	3.5
GCN 2026.03	-	16.4
GIN 2026.03	-	23.7
SAGE 2026.03	-	20.9
GAT 2026.03	-	25
H2GCN 2026.03	-	24.4
ACM 2026.03	-	21.4
FAGCN 2026.03	-	22.5
AdaGNN 2026.03	-	22.7
BernNet 2026.03	-	23.9
GAS 2026.03	-	21.7
DCI 2026.03	-	24
PCGNN 2026.03	-	25
AMNet 2026.03	-	23.9
BWGNN 2026.03	-	23.7
GHRN 2026.03	-	23.8
XGBGraph 2026.03	-	24.8
ConsisGAD 2026.03	-	25.9
SpaceGNN 2026.03	-	25.7
SAGAD 2026.03	-	27.8
GCN 2026.05	-	6.33
GAT 2026.05	-	6.14
CoLA 2026.05	-	5.67
SmoothGNN 2026.05	-	7.94
ANEMONE 2026.05	-	5.24
AHFAN 2026.05	-	6.1
BWGNN 2026.05	-	5.48
BGNN 2026.05	-	6.27
CHRN 2026.05	-	5
GGAD 2026.05	-	6.86
ARC 2026.05	-	6.23
AnomalyGFM 2026.05	-	5.42
UNPrompt 2026.05	-	6.62
IA-GGAD 2026.05	-	5.98
REFI-GAD 2026.05	-	22.27