Anomaly Detection on Stock
99.8VUS-PRW1-ACAS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| W1-ACASForecaster=Chronos2026.04 | 99.8 | 95.9 | 98.5 | 0.9 | 7.4 | 97.3 | |
| W1-ACASForecaster=TTM2026.04 | 99.1 | 96.7 | 98.9 | 0.9 | 7.4 | 96.3 | |
| TimesFM2026.03 | 99 | — | — | — | — | — | |
| Chronos2026.03 | 99 | — | — | — | — | — | |
| conformalForecaster=Tirex2026.04 | 98.7 | 94.7 | 98.5 | 1 | 7.9 | 88 | |
| gaussianForecaster=Tirex2026.04 | 98.6 | 96.4 | 98.9 | 0.6 | 17.9 | 85.5 | |
| W1-ACASForecaster=Tirex2026.04 | 98.5 | 95.5 | 98.3 | 1 | 7.2 | 98.4 | |
| CNN*Forecaster=-2026.04 | 98 | 99.6 | 99.9 | 0.1 | 87.2 | 90 | |
| conformalForecaster=TTM2026.04 | 97.5 | 96.3 | 98.9 | 0.8 | 7.1 | 82.5 | |
| gaussianForecaster=Chronos2026.04 | 97.4 | 95.8 | 99 | 0.6 | 17.5 | 79.9 | |
| gaussianForecaster=TTM2026.04 | 97.4 | 96.5 | 98.8 | 0.4 | 18.2 | 81.8 | |
| Lag-Llama2026.03 | 97 | — | — | — | — | — | |
| conformalForecaster=Chronos2026.04 | 96.8 | 95.9 | 99 | 0.9 | 7.2 | 84.1 | |
| OmniAnomaly*Forecaster=-2026.04 | 96.2 | 37.2 | 88.6 | 24.2 | 68.8 | 28.4 | |
| Sub-PCAForecaster=-2026.04 | 84.4 | 19.9 | 72.6 | 79.2 | 12.8 | 11.7 | |
| MOMENTevaluation protocol=Zero-Shot2026.03 | 81 | — | — | — | — | — | |
| MOMENTevaluation protocol=Fine-Tuning2026.03 | 81 | — | — | — | — | — | |
| ARTA2026.03 | 77 | — | — | — | — | — | |
| OFA2026.03 | 76 | — | — | — | — | — | |
| USAD*Forecaster=-2026.04 | 74.7 | 14.6 | 67.6 | 98.3 | 2.1 | 6.8 | |
| Sub-KNNForecaster=-2026.04 | 62.7 | 15 | 67.8 | 97.9 | 17.5 | 8.3 | |
| POLYForecaster=-2026.04 | 61.5 | 20.1 | 72 | 80.5 | 24.5 | 0 | |
| KShapeADForecaster=-2026.04 | 60.3 | 13.5 | 68 | 95.1 | 8.1 | 6 | |
| MOMENT ZSForecaster=-2026.04 | 59.8 | 16.3 | 68 | 93.1 | 4.9 | 9.3 | |
| SANDForecaster=-2026.04 | 54.9 | 17.4 | 68.7 | 93.3 | 13.7 | 7.1 |