Anomaly Detection on Yahoo Webscope S5 delay tolerance 3
40.1F1 ScoreTimesURL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TimesURLScoring=Gaussian2026.06 | 40.1 | 28 | 71.3 | 52.1 | 1 | |
| CF-JEPAScoring=Gaussian2026.06 | 37.8 | 26 | 69.4 | 45.9 | 2 | |
| InfoTSScoring=Gaussian2026.06 | 33 | 23 | 59.3 | 34 | 4.5 | |
| CF-JEPAScoring=k-NN2026.06 | 31.7 | 20.7 | 68 | 50.1 | 1.5 | |
| TS2VecScoring=Gaussian2026.06 | 31.4 | 20.3 | 70.4 | 33.5 | 4.5 | |
| TimesURLScoring=k-NN2026.06 | 28.6 | 17.8 | 71.8 | 48.9 | 1.5 | |
| TS2VecScoring=k-NN2026.06 | 25.1 | 15 | 78.3 | 43.2 | 3.5 | |
| T-RepScoring=Gaussian2026.06 | 21.1 | 13.6 | 48.4 | 36.3 | 4 | |
| SoftCLTScoring=Gaussian2026.06 | 18.8 | 11.2 | 59.7 | 29.7 | 5 | |
| InfoTSScoring=k-NN2026.06 | 17.1 | 9.9 | 63.5 | 34.8 | 5 | |
| AutoTCLScoring=Gaussian2026.06 | 15.3 | 11.1 | 28.6 | 13.6 | 8 | |
| FEIScoring=Gaussian2026.06 | 15 | 8.8 | 53.5 | 15.2 | 7.5 | |
| T-RepScoring=k-NN2026.06 | 10.6 | 5.8 | 65 | 36.7 | 4 | |
| SoftCLTScoring=k-NN2026.06 | 9.3 | 5 | 68.6 | 34.3 | 5.5 | |
| CoSTScoring=Gaussian2026.06 | 9.1 | 4.9 | 59.8 | 11.3 | 8.5 | |
| CoSTScoring=k-NN2026.06 | 8.9 | 4.8 | 63.3 | 21.3 | 8 | |
| AutoTCLScoring=k-NN2026.06 | 8.1 | 4.6 | 39.2 | 24.2 | 8 | |
| FEIScoring=k-NN2026.06 | 4.9 | 2.6 | 66.6 | 27.7 | 8 | |
| TS-JEPAScoring=k-NN2026.06 | 4.4 | 2.3 | 64.9 | 18.8 | 10 | |
| TS-JEPAScoring=Gaussian2026.06 | 1.6 | 0.9 | 5.3 | 4.1 | 10 |