Text Anomaly Detection on TAD-HateSpeech
0.7379AUROCMCA2
Evaluation Results
| Method | Links | |
|---|---|---|
| MCA2Backbone=OpenAIs2026.01 | 0.7379 | |
| LUNARBackbone=OpenAI-Large2026.01 | 0.7192 | |
| RCPMODBackbone=OpenAIs2026.01 | 0.7132 | |
| FATE2026.01 | 0.6774 | |
| AEBackbone=OpenAI-Large2026.01 | 0.6111 | |
| DATE2026.01 | 0.6009 | |
| LOFBackbone=OpenAI-Large2026.01 | 0.5921 | |
| RCPMODBackbone=Mixed2026.01 | 0.5662 | |
| MCA2Backbone=Mixed2026.01 | 0.5647 | |
| SO-GAALBackbone=BERT2026.01 | 0.5232 | |
| LUNARBackbone=BERT2026.01 | 0.5125 | |
| CVDD2026.01 | 0.5108 | |
| NCMODBackbone=Mixed2026.01 | 0.5047 | |
| DeepSVDDBackbone=BERT2026.01 | 0.4991 | |
| DeepSVDDBackbone=OpenAI-Large2026.01 | 0.4989 | |
| NCMODBackbone=OpenAIs2026.01 | 0.4929 | |
| iForestBackbone=BERT2026.01 | 0.492 | |
| ECODBackbone=BERT2026.01 | 0.4899 | |
| VAEBackbone=BERT2026.01 | 0.4893 | |
| AEBackbone=BERT2026.01 | 0.4803 | |
| LOFBackbone=BERT2026.01 | 0.4706 | |
| iForestBackbone=OpenAI-Large2026.01 | 0.4612 | |
| ECODBackbone=OpenAI-Large2026.01 | 0.3465 | |
| VAEBackbone=OpenAI-Large2026.01 | 0.3462 | |
| SO-GAALBackbone=OpenAI-Large2026.01 | 0.3399 |