Anomaly Detection on Yahoo (test)
88.5F1 ScoreCS-LSTMs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CS-LSTMs2026.02 | 88.5 | 91.9 | 85.3 | |
| FCVAE2026.02 | 85.4 | 91.3 | 80 | |
| TFAD2026.02 | 79.2 | 87.5 | 72.3 | |
| Informer2026.02 | 69.4 | 74.7 | 64.8 | |
| KAN-AD2026.02 | 67.9 | 63.4 | 72.6 | |
| CS-LSTMsTraining Dataset=KPI2026.02 | 67 | 79.4 | 57.9 | |
| TFADTraining Dataset=KPI2026.02 | 59.4 | 86.4 | 45.3 | |
| FCVAETraining Dataset=KPI2026.02 | 57.4 | 85.8 | 43.1 | |
| Anotransfer2026.02 | 56.7 | 90.2 | 41.3 | |
| InformerTraining Dataset=KPI2026.02 | 53.6 | 55.2 | 52.1 | |
| VQRAE2026.02 | 51 | 70.6 | 39.9 | |
| KAN-ADTraining Dataset=KPI2026.02 | 50.7 | 43.9 | 60.1 | |
| SPOT2026.02 | 41.7 | 57.2 | 32.8 | |
| Anomaly-TransformerTraining Dataset=KPI2026.02 | 40.3 | 37.6 | 43.5 | |
| Anomaly-Transformer2026.02 | 27.4 | 58.8 | 17.9 | |
| SRCNN2026.02 | 25.1 | 26.8 | 23.6 | |
| DONUT2026.02 | 21.5 | 38.1 | 15 |