Graph Fraud Detection on Amazon (test) benchmark leaderboard · SOTA2 Research

Graph Fraud Detection on Amazon (test)

97.78AUROCPMP

Evaluation Results

Method	Links
PMP2026.05		97.78	91.8	88.74
PMP2026.05		97.7	91.84	87.53
L2IR2026.05		97.62	92.46	89.05
L2IR2026.05		97.58	91.74	87.81
L2IR2026.05		97.53	91.68	87.9
PMP2026.05		97.44	91.18	86.67
DiffGraph2026.05		97.41	90.4	86.95
L2IR2026.05		97.1	91.43	87.52
DiffGraph2026.05		96.97	90.36	86.24
DiffGraph2026.05		96.71	90.2	86.01
PMP2026.05		96.7	90.3	86.18
BWGNN2026.05		96.44	91.51	84.65
GraphConsis2026.05		96.15	90.71	84.48
DiffGraph2026.05		96.03	88.71	84.19
RGTAN2026.05		96.01	91.87	87.7
CARE-GNN2026.05		95.76	88.84	85.01
CARE-GNN2026.05		95.4	88.18	84.28
CARE-GNN2026.05		95.31	88.54	84.67
CARE-GNN2026.05		94.97	88.27	83.87
BWGNN2026.05		94.97	91.57	82.23
RGTAN2026.05		94.61	91.23	84.86
GraphConsis2026.05		94.42	90.48	79.18
BWGNN2026.05		94.38	91.19	81.87
GraphConsis2026.05		94.03	90.97	82.36
GraphConsis2026.05		93.84	90.53	81.78
RGTAN2026.05		93.4	89.56	84.03
RGTAN2026.05		93.38	91.31	84.66
BWGNN2026.05		93.29	90.33	81.3
Player2Vec2026.05		82.03	69.02	41.71
Player2Vec2026.05		81.71	68.71	41.04
Player2Vec2026.05		81.51	68.42	41.05
Player2Vec2026.05		81.24	68.21	40.25
FdGars2026.05		78.89	64.96	26.84
FdGars2026.05		78.74	64.91	26.74
FdGars2026.05		78.49	64.54	26.41
FdGars2026.05		78.47	64.6	26.6
GraphSAGE2026.05		75.24	54.93	20.67
GraphSAGE2026.05		74.92	56.27	19.81
GraphSAGE2026.05		74.86	57.45	20.4
GraphSAGE2026.05		74.58	54.88	19.45