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Benchmarks
Token-Level Anomaly Detection on SMS Spam (test)
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81.86
AUROC
ECOD
36.776
48.4805
60.185
71.8895
Jan 20, 2026
AUROC
AUPRC
Updated 3mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
ECOD
Backbone=BERT-base-unc...
2026.01
81.86
2.89
iForest
Backbone=BERT-base-unc...
2026.01
81.57
3.41
D.SVDD
Backbone=BERT-base-unc...
2026.01
73.66
2.5
TokenCore
Backbone=BERT-base-unc...
2026.01
67.92
1.41
LUNAR
Backbone=BERT-base-unc...
2026.01
67.34
1.39
LOF
Backbone=BERT-base-unc...
2026.01
53.15
0.98
AE
Backbone=BERT-base-unc...
2026.01
38.51
0.74
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