| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Log anomaly detection | BGL | F1 Score97.4 | 30 | |
| Anomaly Detection | BGL Log | AUROC0.9532 | 22 | |
| Log Anomaly Detection | BGL (test) | AUROC99.9 | 7 | |
| Log Anomaly Detection | BGL | Training Time (s)1,587 | 6 | |
| Log Parsing | BGL Loghub 2.0 | Global Accuracy99 | 6 | |
| Incident Resolution | BGL | TSR (%)93.4 | 5 | |
| Instance-level anomaly localization | BGL | Loc@30.3794 | 3 | |
| Log Summarization | BGL | ROUGE-10.4447 | 3 |