Log Anomaly Detection on 16 Log Sources (cross-domain)
94.2Mean F1 ScoreMeta-Learning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Meta-Learning2026.01 | 94.2 | 6 | |
| XGBoost2026.01 | 83.8 | 13 | |
| CNN-Attention2026.01 | 67 | 30.1 | |
| Stacked AE2026.01 | 55.2 | 23.1 | |
| FLNN2026.01 | 52.3 | 22.8 | |
| DeBERTa-v32026.01 | 52.2 | 15.5 | |
| TabNet2026.01 | 52.1 | 21.6 | |
| LogBERT2026.01 | 51.1 | 12.1 | |
| VAE2026.01 | 50.9 | 20.3 | |
| DAPT BERT2026.01 | 50.2 | 15.4 |