Token-Level Anomaly Detection on Review (test)
0.8271AUROCTokenCore
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TokenCoreBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 0.8271 | 0.053 | |
| LUNARBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 0.8254 | 0.0516 | |
| LOFBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 0.8005 | 0.0569 | |
| iForestBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 0.7052 | 0.0768 | |
| ECODBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 0.7035 | 0.0872 | |
| AEBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 0.6665 | 0.021 | |
| D.SVDDBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Token2026.01 | 0.6554 | 0.0491 |