Text Anomaly Detection on TAD-CovidFake
0.9776AUROCMCA2
Evaluation results
| Method | Links | |
|---|---|---|
| MCA2Backbone=Mixed2026.01 | 0.9776 | |
| LUNARBackbone=OpenAI-Large2026.01 | 0.9651 | |
| MCA2Backbone=OpenAIs2026.01 | 0.9531 | |
| AEBackbone=OpenAI-Large2026.01 | 0.952 | |
| RCPMODBackbone=Mixed2026.01 | 0.9021 | |
| NCMODBackbone=OpenAIs2026.01 | 0.8999 | |
| RCPMODBackbone=OpenAIs2026.01 | 0.8997 | |
| VAEBackbone=OpenAI-Large2026.01 | 0.8945 | |
| ECODBackbone=OpenAI-Large2026.01 | 0.8848 | |
| NCMODBackbone=Mixed2026.01 | 0.8693 | |
| LOFBackbone=BERT2026.01 | 0.8524 | |
| LOFBackbone=OpenAI-Large2026.01 | 0.8523 | |
| LUNARBackbone=BERT2026.01 | 0.8492 | |
| FATE2026.01 | 0.8331 | |
| AEBackbone=BERT2026.01 | 0.8275 | |
| iForestBackbone=OpenAI-Large2026.01 | 0.7816 | |
| DATE2026.01 | 0.7791 | |
| CVDD2026.01 | 0.7774 | |
| VAEBackbone=BERT2026.01 | 0.7685 | |
| iForestBackbone=BERT2026.01 | 0.7675 | |
| ECODBackbone=BERT2026.01 | 0.7642 | |
| DeepSVDDBackbone=BERT2026.01 | 0.7147 | |
| SO-GAALBackbone=BERT2026.01 | 0.6739 | |
| DeepSVDDBackbone=OpenAI-Large2026.01 | 0.5727 | |
| SO-GAALBackbone=OpenAI-Large2026.01 | 0.3055 |