Anomaly Detection on PubMed
0.7642AUPRCTERGAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TERGAD2026.05 | 0.7642 | 0.9803 | |
| GADNR2026.05 | 0.4004 | 0.7814 | |
| OWLEYEEvaluation Protocol=Unsupervised (zero-shot)2026.01 | 0.2972 | — | |
| ARCEvaluation Protocol=Unsupervised (zero-shot)2026.01 | 0.2861 | — | |
| GAAN2026.05 | 0.2586 | 0.9035 | |
| MLPAE2026.05 | 0.2401 | 0.7456 | |
| AnomalyDAE2026.05 | 0.2401 | 0.7479 | |
| TAMEvaluation Protocol=Unsupervised (zero-shot)2026.01 | 0.2371 | — | |
| GCNAE2026.05 | 0.235 | 0.7441 | |
| CAREEvaluation Protocol=Unsupervised (zero-shot)2026.01 | 0.2162 | — | |
| GHRNEvaluation Protocol=Supervised (10-shot)2026.01 | 0.1645 | — | |
| FIAD2026.05 | 0.152 | 0.8895 | |
| AHFAN2026.05 | 0.1508 | 0.853 | |
| DOMINANTEvaluation Protocol=Unsupervised (zero-shot)2026.01 | 0.1432 | — | |
| CoLA2026.05 | 0.1225 | 0.5629 | |
| BWGNNEvaluation Protocol=Supervised (10-shot)2026.01 | 0.1163 | — | |
| SLGADEvaluation Protocol=Unsupervised (zero-shot)2026.01 | 0.1107 | — | |
| DOMINANT2026.05 | 0.1025 | 0.814 | |
| UNPromptEvaluation Protocol=Unsupervised (zero-shot)2026.01 | 0.1014 | — | |
| ARCEvaluation Protocol=Unsupervised (zero-shot)2026.01 | — | 0.8225 | |
| BWGNNEvaluation Protocol=Supervised (10-shots)2026.01 | — | 0.6416 | |
| CAREEvaluation Protocol=Unsupervised (zero-shot)2026.01 | — | 0.6655 | |
| DOMINANTEvaluation Protocol=Unsupervised (zero-shot)2026.01 | — | 0.7513 | |
| GHRNEvaluation Protocol=Supervised (10-shots)2026.01 | — | 0.7696 | |
| OWLEYEEvaluation Protocol=Unsupervised (zero-shot)2026.01 | — | 0.7798 | |
| SLGADEvaluation Protocol=Unsupervised (zero-shot)2026.01 | — | 0.5651 | |
| TAMEvaluation Protocol=Unsupervised (zero-shot)2026.01 | — | 0.7784 | |
| UNPromptEvaluation Protocol=Unsupervised (zero-shot)2026.01 | — | 0.7147 |