Metric: AP (higher is better)
| # | Model↕ | AP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Mask2Anomaly | 86.59 | Yes | Unmasking Anomalies in Road-Scene Segmentation | 2023-07-25 | Code |
| 2 | PEBAL | 78.29 | Yes | Pixel-wise Energy-biased Abstention Learning for... | 2021-11-24 | Code |
| 3 | SynBoost | 70.43 | Yes | Pixel-wise Anomaly Detection in Complex Driving ... | 2021-03-09 | Code |
| 4 | SML | 25.89 | No | Standardized Max Logits: A Simple yet Effective ... | 2021-07-23 | Code |