NAB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Univariate Anomaly Detection | NAB | PA-F198.5 | 36 | |
| Anomaly Detection | NAB (test) | F1 Score99.6 | 29 | |
| Anomaly Detection | NAB | AUC95.41 | 22 | |
| Few-shot classification | NAB (test) | Accuracy95.22 | 20 | |
| Time Series Anomaly Detection | NAB | VUS-PR55.03 | 18 | |
| Anomaly Detection | NAB | Training Time (s/epoch)1.25 | 11 | |
| Time Series Anomaly Detection | NAB-Traffic | AUC74 | 6 | |
| Time Series Anomaly Detection | NAB AdExchange | AUC73 | 6 | |
| Time Series Anomaly Detection | NAB Tweets | AUC64 | 6 | |
| Time Series Anomaly Detection | NAB-Taxi | AUC64 | 6 | |
| Fine-Grained Visual Categorization | NAB | Accuracy91.2 | 3 |
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