Anomaly Segmentation on RoadAnomaly v1 (test)
0.9017APCG-Aug
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CG-AugBackbone=Mask2Former2024.11 | 0.9017 | 0.9794 | 0.0754 | |
| RbABackbone=Mask2Former2024.11 | 0.8542 | — | 0.0692 | |
| Mask2AnomalyBackbone=Mask2Former2024.11 | 0.797 | — | 0.1345 | |
| CG-AugBackbone=DeepLabv3+2024.11 | 0.746 | 0.964 | 0.1608 | |
| RPL+CoroCLBackbone=DeepLabv3+2024.11 | 0.7161 | 0.9572 | 0.1774 | |
| M2F-EAMBackbone=Mask2Former2024.11 | 0.694 | — | 0.077 | |
| Maximized entropyBackbone=DeepLabv3+2024.11 | 0.4885 | — | 0.3177 | |
| PEBALBackbone=DeepLabv3+2024.11 | 0.451 | 0.8763 | 0.4458 | |
| SynBoostBackbone=DeepLabv3+2024.11 | 0.3821 | 0.8191 | 0.6475 | |
| Dense HybridBackbone=DeepLabv3+2024.11 | 0.3139 | — | 0.6397 | |
| Maximum softmaxBackbone=DeepLabv3+2024.11 | 0.1572 | 0.6753 | 0.7138 | |
| MahalanobisBackbone=DeepLabv3+2024.11 | 0.1437 | 0.6285 | 0.8109 |