Time Series Anomaly Detection on YAHOO (Specific Metrics)
97.15Affiliation-F1VETime
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VETimeZero-shot=true2026.02 | 97.15 | 91.54 | 88.93 | 88.61 | 0.02 | |
| VETimeEvaluation Protocol=Zero-Shot2026.02 | 97.15 | 91.54 | 88.93 | 88.61 | — | |
| VETimeEvaluation Protocol=Full-Shot2026.02 | 97.15 | 91.54 | 88.93 | 88.61 | — | |
| ChronosEvaluation Protocol=Zero-Shot2026.02 | 96.34 | 79 | 78.89 | 83.54 | — | |
| VLM4TSZero-shot=true2026.02 | 64.25 | 9.1 | 9.16 | 33.09 | 9.27 | |
| VisualTimeAnomalyZero-shot=true2026.02 | 61.03 | 3.02 | 3.63 | 13.13 | 2.35 | |
| VIT4TSZero-shot=true2026.02 | 60.66 | 7.61 | 7.74 | 31.63 | 5.86 | |
| AnomLLMZero-shot=true2026.02 | 36.43 | 1.67 | 2.36 | 10.44 | 3.91 |