Diffusion-generated time series detection on SSSD In-Distribution (ID) out-of-sample (test)
99.9F1 ScoreDisjoint-CNN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Disjoint-CNNSequence Length=64-length, Test Condition=In-Distribution (ID)2026.05 | 99.9 | 99.9 | 99.9 | 100 | 98.6 | |
| Disjoint-CNNSequence Length=32-length, Test Condition=In-Distribution (ID)2026.05 | 99.7 | 99.7 | 100 | 100 | 99.8 | |
| Disjoint-CNNSequence Length=128-length, Test Condition=In-Distribution (ID)2026.05 | 94.7 | 96.5 | 100 | 100 | 100 | |
| DIRESequence Length=32-length, Test Condition=In-Distribution (ID)2026.05 | 94.2 | 95.4 | 99.3 | 99.2 | 93 | |
| DIRESequence Length=64-length, Test Condition=In-Distribution (ID)2026.05 | 93.4 | 94.6 | 98.6 | 98.1 | 81.7 | |
| DIRESequence Length=128-length, Test Condition=In-Distribution (ID)2026.05 | 88 | 93.1 | 95.2 | 95.5 | 89.9 |