Time-Series Anomaly Detection on CalIt2 (AUC-PR Variants)
0.116AUC-PRPatch
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Patch2024.10 | 0.116 | 0.115 | 0.115 | |
| CATCH2024.10 | 0.114 | 0.124 | 0.121 | |
| iTrans2024.10 | 0.106 | 0.111 | 0.11 | |
| DLin2024.10 | 0.097 | 0.097 | 0.095 | |
| Ocsvm2024.10 | 0.095 | 0.109 | 0.109 | |
| AE2024.10 | 0.084 | 0.096 | 0.097 | |
| IF2024.10 | 0.08 | 0.095 | 0.091 | |
| HBOS2024.10 | 0.08 | 0.113 | 0.108 | |
| TsNet2024.10 | 0.078 | 0.092 | 0.09 | |
| PCA2024.10 | 0.073 | 0.106 | 0.103 | |
| DualTF2024.10 | 0.057 | 0.088 | 0.082 | |
| Modern2024.10 | 0.054 | 0.07 | 0.07 | |
| NLin2024.10 | 0.054 | 0.073 | 0.072 | |
| ATrans2024.10 | 0.045 | 0.089 | 0.083 | |
| DC2024.10 | 0.035 | 0.087 | 0.083 | |
| TFAD2024.10 | 0.03 | 0.06 | 0.051 |