Anomaly Segmentation on StreetHazards (test)
15.5FPR95CosMe (DeepLabV3+)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CosMe (DeepLabV3+)Architecture=DeepLabV3+2021.11 | 15.5 | 94.6 | — | 19.7 | |
| DMLRe-training=true2021.11 | 17.3 | 93.7 | — | 14.7 | |
| CosMe (PSPnet)Architecture=PSPnet2021.11 | 23.2 | 91.3 | — | 16.8 | |
| MaxLogit2021.11 | 26.5 | 89.3 | — | 10.6 | |
| SynthCPthreshold t=0.9992020.03 | 28.4 | 88.5 | 9.3 | — | |
| SynthCP2021.11 | 28.4 | 88.5 | — | 9.3 | |
| MSP + CRF2020.03 | 29.9 | 88.1 | 6.5 | — | |
| LDN_BINRe-training=true, Extra OOD data=true2021.11 | 30.9 | 89.7 | — | 18.8 | |
| MSP2020.03 | 33.7 | 87.7 | 6.6 | — | |
| MSP2021.11 | 33.7 | 87.7 | — | 6.6 | |
| Dropout2020.03 | 79.4 | 69.9 | 7.5 | — | |
| Dropout2021.11 | 79.4 | 69.9 | — | 7.5 | |
| AE2020.03 | 91.7 | 66.1 | 2.2 | — |