Document-Level Anomaly Detection on SMS_Spam (test)
0.5948AUROCLOF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LOFBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.5948 | 0.2276 | |
| TokenCoreBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.5859 | 0.2072 | |
| LUNARBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.5814 | 0.2051 | |
| D.SVDDBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.4814 | 0.1633 | |
| ECODBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.4603 | 0.1552 | |
| iForestBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.4598 | 0.1551 | |
| AEBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.4576 | 0.1566 |