DAS event recognition on open phi-OTDR laboratory dataset (test)
99.6AccuracyDASFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DASFormer2026.05 | 99.6 | 0 | |
| DAStatFormer2026.05 | 99.48 | 0 | |
| CNN–BiLSTM2026.05 | 97.91 | 0.42 | |
| XGBoost2026.05 | 94.26 | 0.74 | |
| 2D CNN2026.05 | 94 | 1.24 | |
| DeepViTInput format=image-based2026.05 | 93.1 | 6.87 | |
| SVM2026.05 | 82.6 | 18.4 |