Graph Anomaly Detection on Flickr (test)
75.77AUROCOWLEYE
Evaluation results
| Method | Links | |
|---|---|---|
| OWLEYEEvaluation Protocol=Unsupervised & Finetune, Shot-count=10-shot2026.01 | 75.77 | |
| OWLEYESupervision Type=Unsupervised, Evaluation Setting=zero-shot2026.01 | 74.81 | |
| ARCEvaluation Protocol=Unsupervised & Finetune, Shot-count=10-shot2026.01 | 74.62 | |
| DOMINANTEvaluation Protocol=Unsupervised & Finetune, Shot-count=10-shot2026.01 | 73.84 | |
| DOMINANTSupervision Type=Unsupervised, Evaluation Setting=zero-shot2026.01 | 73.43 | |
| ARCSupervision Type=Unsupervised, Evaluation Setting=zero-shot2026.01 | 72.34 | |
| GHRNEvaluation Protocol=Supervised, Shot-count=10-shot2026.01 | 71.96 | |
| GHRNSupervision Type=Supervised, Evaluation Setting=10-shot2026.01 | 71.96 | |
| UNPromptSupervision Type=Unsupervised, Evaluation Setting=zero-shot2026.01 | 69.67 | |
| BWGNNEvaluation Protocol=Supervised, Shot-count=10-shot2026.01 | 69.4 | |
| BWGNNSupervision Type=Supervised, Evaluation Setting=10-shot2026.01 | 69.4 | |
| UNPromptEvaluation Protocol=Unsupervised & Finetune, Shot-count=10-shot2026.01 | 69.16 | |
| CAREEvaluation Protocol=Unsupervised & Finetune, Shot-count=10-shot2026.01 | 68.81 | |
| CARESupervision Type=Unsupervised, Evaluation Setting=zero-shot2026.01 | 67.9 | |
| TAMEvaluation Protocol=Unsupervised & Finetune, Shot-count=10-shot2026.01 | 65.19 | |
| SLGADEvaluation Protocol=Unsupervised & Finetune, Shot-count=10-shot2026.01 | 64.15 | |
| SLGADSupervision Type=Unsupervised, Evaluation Setting=zero-shot2026.01 | 63.07 | |
| TAMSupervision Type=Unsupervised, Evaluation Setting=zero-shot2026.01 | 62.39 |