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Benchmarks
Document-Level Anomaly Detection on Review (test)
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0.9594
AUROC
TokenCore
0.853112
0.880706
0.9083
0.935894
Jan 20, 2026
AUROC
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
TokenCore
Backbone=BERT-base-unc...
2026.01
0.9594
0.7495
LUNAR
Backbone=BERT-base-unc...
2026.01
0.9587
0.7473
LOF
Backbone=BERT-base-unc...
2026.01
0.9082
0.4107
AE
Backbone=BERT-base-unc...
2026.01
0.9075
0.5247
iForest
Backbone=BERT-base-unc...
2026.01
0.8951
0.3987
ECOD
Backbone=BERT-base-unc...
2026.01
0.8887
0.3791
D.SVDD
Backbone=BERT-base-unc...
2026.01
0.8572
0.3371
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