Anomaly Detection on Bitcoin-OTC
0.8292AUCCLDG++
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLDG++Supervision type=unsupervised2026.05 | 0.8292 | — | — | — | |
| CLDG++Supervision type=unsupervised2026.05 | 0.8197 | — | — | — | |
| CoLASupervision type=unsupervised, Temporal information usage=false2026.05 | 0.818 | — | — | — | |
| CLDGSupervision type=unsupervised2026.05 | 0.8155 | — | — | — | |
| CLDGSupervision type=unsupervised2026.05 | 0.8021 | — | — | — | |
| ANEMONESupervision type=unsupervised, Temporal information usage=false2026.05 | 0.8009 | — | — | — | |
| CoLASupervision type=unsupervised, Temporal information usage=false2026.05 | 0.7944 | — | — | — | |
| ANEMONESupervision type=unsupervised, Temporal information usage=false2026.05 | 0.7928 | — | — | — | |
| SADSupervision type=semi-supervised, Temporal information usage=true2026.05 | 0.7567 | — | — | — | |
| GRADATESupervision type=unsupervised, Temporal information usage=false2026.05 | 0.7414 | — | — | — | |
| GRADATESupervision type=unsupervised, Temporal information usage=false2026.05 | 0.7312 | — | — | — | |
| SADSupervision type=semi-supervised, Temporal information usage=true2026.05 | 0.7129 | — | — | — | |
| NetWalkSupervision type=unsupervised, Temporal information usage=true2026.05 | 0.5846 | — | — | — | |
| NetWalkSupervision type=unsupervised, Temporal information usage=true2026.05 | 0.5613 | — | — | — | |
| AEGISSupervision type=unsupervised, Temporal information usage=false2026.05 | 0.5317 | — | — | — | |
| TADDYSupervision type=unsupervised, Temporal information usage=true2026.05 | 0.5148 | — | — | — | |
| AEGISSupervision type=unsupervised, Temporal information usage=false2026.05 | 0.5097 | — | — | — | |
| TADDYSupervision type=unsupervised, Temporal information usage=true2026.05 | 0.5058 | — | — | — | |
| AddGraph2026.03 | — | 0.8352 | 0.8455 | 0.8592 | |
| CM-Sketch2026.03 | — | 0.7412 | 0.7338 | 0.7242 | |
| DeepWalk2026.03 | — | 0.7423 | 0.7356 | 0.7287 | |
| NetWalk2026.03 | — | 0.7785 | 0.7694 | 0.7534 | |
| Node2Vec2026.03 | — | 0.6951 | 0.6883 | 0.6745 | |
| RustGraph2026.03 | — | 0.9608 | 0.9578 | 0.9603 | |
| SedanSpot2026.03 | — | 0.7346 | 0.7284 | 0.7156 | |
| SLADE2026.03 | — | 0.9262 | 0.9306 | 0.9198 | |
| StrGNN2026.03 | — | 0.9012 | 0.8775 | 0.8836 | |
| TADDY2026.03 | — | 0.9455 | 0.934 | 0.9425 | |
| TGFHistory Graph=H-type, size 10002026.03 | — | 0.9686 | 0.9739 | 0.9732 | |
| TGFHistory Graph=combined2026.03 | — | 0.9908 | 0.9867 | 0.9863 |