Time Series Anomaly Detection on VisAnomBench
576True Positives (TP)VisAnomReasoner
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VisAnomReasonerModel size=7B2026.05 | 576 | 223 | 183 | 72.09 | 75.88 | 73.94 | |
| AE2026.05 | 297 | 439 | 459 | 40.35 | 39.29 | 39.81 | |
| CNN2026.05 | 237 | 481 | 522 | 33.01 | 31.23 | 32.09 | |
| Image-Embedding-CAE2026.05 | 211 | 466 | 471 | 31.17 | 30.94 | 31.05 | |
| LSTM2026.05 | 209 | 525 | 550 | 28.47 | 27.54 | 28 | |
| CS-LSTM2026.05 | 175 | 556 | 584 | 23.94 | 23.06 | 23.49 | |
| Anomaly-Transformer2026.05 | 86 | 551 | 673 | 13.5 | 11.33 | 12.32 |