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Benchmarks
Token-Level Anomaly Detection on Review (test)
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0.8271
AUROC
TokenCore
0.648532
0.694891
0.74125
0.787609
Jan 20, 2026
AUROC
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
TokenCore
Backbone=BERT-base-unc...
2026.01
0.8271
0.053
LUNAR
Backbone=BERT-base-unc...
2026.01
0.8254
0.0516
LOF
Backbone=BERT-base-unc...
2026.01
0.8005
0.0569
iForest
Backbone=BERT-base-unc...
2026.01
0.7052
0.0768
ECOD
Backbone=BERT-base-unc...
2026.01
0.7035
0.0872
AE
Backbone=BERT-base-unc...
2026.01
0.6665
0.021
D.SVDD
Backbone=BERT-base-unc...
2026.01
0.6554
0.0491
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