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ResearchFormerly WizWand

Text Anomaly Detection on NLPAD-BBCNews

0.986AUROCMCA2
0.2058960.4084230.610950.813477Jan 25, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MCA2Backbone=OpenAIs2026.010.986
RCPMODBackbone=Mixed2026.010.9794
RCPMODBackbone=OpenAIs2026.010.9778
LUNARBackbone=OpenAI-Large2026.010.9771
MCA2Backbone=Mixed2026.010.9752
LOFBackbone=OpenAI-Large2026.010.9558
AEBackbone=OpenAI-Large2026.010.9527
LUNARBackbone=BERT2026.010.9381
LOFBackbone=BERT2026.010.932
AEBackbone=BERT2026.010.8854
NCMODBackbone=OpenAIs2026.010.8451
FATE2026.010.8221
DATE2026.010.8026
NCMODBackbone=Mixed2026.010.7642
VAEBackbone=OpenAI-Large2026.010.7541
VAEBackbone=BERT2026.010.745
ECODBackbone=OpenAI-Large2026.010.7225
ECODBackbone=BERT2026.010.6912
iForestBackbone=BERT2026.010.6844
iForestBackbone=OpenAI-Large2026.010.6211
CVDD2026.010.615
DeepSVDDBackbone=BERT2026.010.5852
DeepSVDDBackbone=OpenAI-Large2026.010.569
SO-GAALBackbone=BERT2026.010.31
SO-GAALBackbone=OpenAI-Large2026.010.2359