Time Series Anomaly Detection on Yahoo S5
79.7Point-F1SAGE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAGE2026.05 | 79.7 | 80.4 | 88.4 | 84.3 | |
| LLMAD2026.05 | 76.7 | 77.1 | 87.8 | 82.7 | |
| LSTM-AE2026.05 | 54.7 | 55.7 | 83 | 57.4 | |
| SigLLM2026.05 | 53.9 | 55 | 86.4 | 58.1 | |
| LSTM-VAE2026.05 | 51.8 | 52.6 | 68.1 | 54.8 | |
| iForest2026.05 | 51.4 | 52 | 69.3 | 54 | |
| OCSVM2026.05 | 50.5 | 52.2 | 67.5 | 53.3 | |
| USAD2026.05 | 49.1 | 50.4 | 67.4 | 52.5 | |
| LOF2026.05 | 46.1 | 47.4 | 67.3 | 47.8 | |
| OmniAnom2026.05 | 45.6 | 49.7 | 75.5 | 51 | |
| TSAD-Ag2026.05 | 32 | 32.3 | 61.6 | 39 | |
| AnomalyTF2026.05 | 13.3 | 16.8 | 52.7 | 49.7 | |
| TAMA2026.05 | 3.8 | 4 | 67.4 | 61.1 |