Diffusion-generated time series detection on Diffusion-TS Out-of-Distribution (OOD)
71.7F1 ScoreDisjoint-CNN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Disjoint-CNNSequence Length=32-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 71.7 | 59.2 | 61.9 | 57.8 | 19.6 | |
| Disjoint-CNNSequence Length=64-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 71.5 | 59.3 | 67.6 | 65.5 | 15.7 | |
| DIRESequence Length=32-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 68.8 | 57.8 | 58.7 | 59.9 | 0 | |
| DIRESequence Length=64-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 66 | 54 | 55.5 | 56.4 | 0 | |
| Disjoint-CNNSequence Length=128-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 62.8 | 46.9 | 46.7 | 36.2 | 10.2 | |
| DIRESequence Length=128-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 58.3 | 43.5 | 44.1 | 36.5 | 0 |