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ResearchFormerly WizWand

Text Anomaly Detection on TAD-HateSpeech

0.7379AUROCMCA2
0.323980.431440.53890.64636Jan 25, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MCA2Backbone=OpenAIs2026.010.7379
LUNARBackbone=OpenAI-Large2026.010.7192
RCPMODBackbone=OpenAIs2026.010.7132
FATE2026.010.6774
AEBackbone=OpenAI-Large2026.010.6111
DATE2026.010.6009
LOFBackbone=OpenAI-Large2026.010.5921
RCPMODBackbone=Mixed2026.010.5662
MCA2Backbone=Mixed2026.010.5647
SO-GAALBackbone=BERT2026.010.5232
LUNARBackbone=BERT2026.010.5125
CVDD2026.010.5108
NCMODBackbone=Mixed2026.010.5047
DeepSVDDBackbone=BERT2026.010.4991
DeepSVDDBackbone=OpenAI-Large2026.010.4989
NCMODBackbone=OpenAIs2026.010.4929
iForestBackbone=BERT2026.010.492
ECODBackbone=BERT2026.010.4899
VAEBackbone=BERT2026.010.4893
AEBackbone=BERT2026.010.4803
LOFBackbone=BERT2026.010.4706
iForestBackbone=OpenAI-Large2026.010.4612
ECODBackbone=OpenAI-Large2026.010.3465
VAEBackbone=OpenAI-Large2026.010.3462
SO-GAALBackbone=OpenAI-Large2026.010.3399