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ResearchFormerly WizWand

Dynamic Graph Anomaly Detection on LastFM (test)

99.92AUROCSDGAD

Evaluation results

Method	Links
SDGAD2026.02		99.92	40.01	45.89
SDGAD2026.02		99.91	29.52	45.73
SDGAD2026.02		99.91	30.06	45.02
DyGFormer2026.02		99.9	35.48	45.67
SAD2026.02		99.88	31.47	44.86
TGN2026.02		99.88	29.86	44.91
TGAT2026.02		99.88	29.53	44.54
TCL2026.02		99.88	29.49	44.85
CAWN2026.02		99.88	29.75	44.89
GeneralDyG2026.02		99.85	29.34	44.61
DyRep2026.02		99.84	28.19	43.18
FreeDyG2026.02		99.16	29.17	43.11
GraphMixer2026.02		99.02	28.64	42.81
JODIE2026.02		97.94	27.18	42.08