MAAT

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Anomaly DetectiononSMD
F1-score· 2025-02-11
92.3
SOTA
MAAT: Mamba Adaptive Anomaly Transformer with association discrepancy for time series arXiv:2502.07858
Anomaly DetectiononSMD
Recall· 2025-02-11
95.82
best: 96.17 (USAD)
SOTA
MAAT: Mamba Adaptive Anomaly Transformer with association discrepancy for time series arXiv:2502.07858
Anomaly DetectiononSMD
precision· 2025-02-11
89.03
best: 93.14 (USAD)
SOTA
MAAT: Mamba Adaptive Anomaly Transformer with association discrepancy for time series arXiv:2502.07858