Diffusion-generated Time Series Detection on TSDiff OOD
84.6F1 ScoreDisjoint-CNN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Disjoint-CNNSequence Length=64-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 84.6 | 77.7 | 98.9 | 99.2 | 86.4 | |
| Disjoint-CNNSequence Length=32-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 84.1 | 77.8 | 95.2 | 95.4 | 76.5 | |
| DIRESequence Length=64-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 66.6 | 55 | 59.7 | 60.8 | 0 | |
| Disjoint-CNNSequence Length=128-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 63.7 | 49.8 | 81.9 | 80 | 52.7 | |
| DIRESequence Length=32-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 62.8 | 47.1 | 52 | 48.9 | 0 | |
| DIRESequence Length=128-length, Test Condition=Out-of-Distribution (OOD)2026.05 | 58.6 | 45.9 | 50 | 46.6 | 0 |