Document-Level Anomaly Detection on Review (test)
0.9594AUROCTokenCore
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TokenCoreBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.9594 | 0.7495 | |
| LUNARBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.9587 | 0.7473 | |
| LOFBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.9082 | 0.4107 | |
| AEBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.9075 | 0.5247 | |
| iForestBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.8951 | 0.3987 | |
| ECODBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.8887 | 0.3791 | |
| D.SVDDBackbone=BERT-base-uncased, Aggregation Strategy=max pooling, Evaluation Level=Document2026.01 | 0.8572 | 0.3371 |