Time Series Anomaly Detection on IOPS (Affiliation/VUS Metrics)
38VUS PRMOMENT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MOMENTevaluation protocol=Fine-Tuning2026.03 | 38 | — | — | — | |
| MOMENTEvaluation Protocol=Zero-Shot, Potential Data Leakage=true2026.02 | 37.35 | 87.54 | 33.15 | 30.69 | |
| MOMENTevaluation protocol=Zero-Shot2026.03 | 37 | — | — | — | |
| VETimeEvaluation Protocol=Zero-Shot2026.02 | 30.79 | 90.53 | 46.15 | 34.56 | |
| VETimeEvaluation Protocol=Full-Shot2026.02 | 30.79 | 90.53 | 46.15 | 34.56 | |
| OmniAnomalyEvaluation Protocol=Full-Shot2026.02 | 25.35 | 80.32 | 51.17 | 47.05 | |
| ARTA2026.03 | 25 | — | — | — | |
| DADAEvaluation Protocol=Zero-Shot, Potential Data Leakage=true2026.02 | 24.97 | 89.37 | 42.5 | 32.76 | |
| Lag-Llama2026.03 | 22 | — | — | — | |
| TranADEvaluation Protocol=Full-Shot2026.02 | 21.61 | 83.19 | 22.63 | 34.85 | |
| TimeRCDEvaluation Protocol=Zero-Shot2026.02 | 20.23 | 83.28 | 28.44 | 24.22 | |
| OFA2026.03 | 20 | — | — | — | |
| TimesFM2026.03 | 20 | — | — | — | |
| TimesFMEvaluation Protocol=Zero-Shot2026.02 | 19.56 | 81.88 | 48.95 | 34.28 | |
| LOFEvaluation Protocol=Full-Shot2026.02 | 19.43 | 81.06 | 27.97 | 30.28 | |
| ChronosEvaluation Protocol=Zero-Shot2026.02 | 19 | 90.12 | 45.45 | 32.69 | |
| Chronos2026.03 | 18 | — | — | — | |
| Time MOEEvaluation Protocol=Zero-Shot2026.02 | 16.63 | 76.34 | 25.95 | 26.52 | |
| USADEvaluation Protocol=Full-Shot2026.02 | 16.58 | 71.08 | 20.99 | 30.66 | |
| IForestEvaluation Protocol=Full-Shot2026.02 | 8.59 | 52.81 | 7.64 | 8.37 | |
| TS-PulseEvaluation Protocol=Zero-Shot2026.02 | 4.64 | 68.76 | 4.1 | 3.54 |