Graph Fraud Detection on Instagram
58.21AUROCCAMERA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CAMERAType=TAGFD2026.05 | 58.21 | 14.23 | |
| PREM (ICDM’23)Type=GAD2026.05 | 54.38 | 11.51 | |
| TAM (NeurIPS’23)Type=GFD2026.05 | 47.51 | 10.4 | |
| DOMINANT (SDM’19)Type=GAD2026.05 | 45.35 | 8.92 | |
| CoLA (TNNLS’21)Type=GAD2026.05 | 45.05 | 8.95 | |
| ADA-GAD (AAAI’24)Type=GFD2026.05 | 44.98 | 8.87 | |
| TAGAD (arXiv’25)Type=TAGAD2026.05 | 44.83 | 9.04 | |
| CMUCL (ECAI’25)Type=TAGAD2026.05 | 44.41 | 8.81 | |
| HUGE (AAAI’25)Type=GFD2026.05 | 44.07 | 9 | |
| CoLL (MM’25)Type=TAGAD2026.05 | 44.02 | 8.88 |