ASD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-series Anomaly Detection | ASD | A-R Score82.4 | 16 | |
| Multivariate Time Series Anomaly Detection | ASD | Precision45.5 | 16 | |
| Time-Series Anomaly Detection | ASD | A-P (AUC-PR)24.5 | 16 | |
| Time Series Anomaly Detection | ASD | Affiliated-F180.4 | 16 | |
| Anomaly detection | ASD | R-R Score32.8 | 16 | |
| Time Series Anomaly Detection | ASD | F1 Score85.2 | 16 | |
| Point-level Anomaly Detection | ASD | Affiliation-F177.12 | 15 | |
| Time Series Anomaly Detection | ASD | AUC65.76 | 15 | |
| ADOS Prediction | ASD (test) | MAE2.61 | 12 | |
| Root-cause attribution | ASD (test) | H@100%60.19 | 10 | |
| Anomaly Detection | ASD (test) | Precision93.48 | 9 | |
| SRS Prediction | ASD (test) | MAE15.65 | 6 | |
| Facial Expression Recognition | ASD Datasets | Accuracy96.2 | 4 | |
| Geometry Estimation | ASD (test) | MAE (Predicted Normals)16.23 | 4 | |
| Novel View Synthesis | ASD (test) | PSNR32.66 | 4 |
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