Time-series Anomaly Detection on SMD (PA-F1, ROC-AUC)
82.2PA-F1Patched-DeltaNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Patched-DeltaNetParams=165.4 K, Latency=1.96 ms, Complexity=O(L/P)2026.05 | 82.2 | 95.7 | |
| PatchTSTParams=424.1 K, Latency=0.54 ms, Complexity=O((L/P)^2)2026.05 | 80.2 | 92 | |
| ReversoParams=77.5 K, Latency=2.11 ms, Complexity=O(L)2026.05 | 78.9 | 93.5 |