Token-Level Anomaly Detection on SMS Spam (test)
81.86AUROCECOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ECODBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 81.86 | 2.89 | |
| iForestBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 81.57 | 3.41 | |
| D.SVDDBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 73.66 | 2.5 | |
| TokenCoreBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 67.92 | 1.41 | |
| LUNARBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 67.34 | 1.39 | |
| LOFBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 53.15 | 0.98 | |
| AEBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 38.51 | 0.74 |