Time Series Anomaly Detection on MGAB
105VUS-PRTimeRCD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TimeRCDEvaluation Protocol=Zero-Shot2026.02 | 105 | 70.69 | 1.81 | 1.62 | |
| USADEvaluation Protocol=Full-Shot2026.02 | 75 | 67.81 | 4.07 | 3.89 | |
| VETimeEvaluation Protocol=Zero-Shot2026.02 | 70 | 68.03 | 2 | 1.89 | |
| VETimeEvaluation Protocol=Full-Shot2026.02 | 70 | 68.03 | 2 | 1.89 | |
| TranADEvaluation Protocol=Full-Shot2026.02 | 64 | 67.28 | 1.65 | 1.46 | |
| OmniAnomalyEvaluation Protocol=Full-Shot2026.02 | 64 | 67.35 | 1.61 | 1.44 | |
| IForestEvaluation Protocol=Full-Shot2026.02 | 62 | 68.82 | 0.84 | 0.73 | |
| ChronosEvaluation Protocol=Zero-Shot2026.02 | 60 | 67.89 | 1.1 | 0.99 | |
| TimesFMEvaluation Protocol=Zero-Shot2026.02 | 58 | 66.95 | 0.93 | 0.83 | |
| DADAEvaluation Protocol=Zero-Shot, Potential Data Leakage=true2026.02 | 57 | 67.66 | 0.91 | 0.8 | |
| LOFEvaluation Protocol=Full-Shot2026.02 | 57 | 68.44 | 1.15 | 1.05 | |
| TS-PulseEvaluation Protocol=Zero-Shot2026.02 | 56 | 67.33 | 0.81 | 0.73 | |
| MOMENTEvaluation Protocol=Zero-Shot, Potential Data Leakage=true2026.02 | 56 | 66.76 | 0.8 | 0.67 | |
| Time MOEEvaluation Protocol=Zero-Shot2026.02 | 52 | 67.23 | 0.63 | 0.45 | |
| ARTA2026.03 | 2 | — | — | — | |
| OFA2026.03 | 0 | — | — | — | |
| TimesFM2026.03 | 0 | — | — | — | |
| Lag-Llama2026.03 | 0 | — | — | — | |
| Chronos2026.03 | 0 | — | — | — | |
| MOMENTevaluation protocol=Zero-Shot2026.03 | 0 | — | — | — | |
| MOMENTevaluation protocol=Fine-Tuning2026.03 | 0 | — | — | — |