Out-of-distribution segmentation on Road Anomaly
97.99AUCRbA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RbAOoD Data=true, Extra Net.=false2022.11 | 97.99 | 85.42 | 6.92 | |
| RbAOoD Data=false, Extra Net.=false2022.11 | 95.6 | 78.45 | 11.83 | |
| GMMSeg (SF)OoD Data=false, Extra Net.=false2022.11 | 89.37 | 57.65 | 44.34 | |
| PEBALOoD Data=true, Extra Net.=false2022.11 | 88.85 | 44.41 | 37.98 | |
| SMLOoD Data=false, Extra Net.=false2022.11 | 81.96 | 25.82 | 49.74 | |
| SynBoost (WRN38)OoD Data=true, Extra Net.=true2022.11 | 81.91 | 38.21 | 64.75 | |
| MahalanobisOoD Data=false, Extra Net.=false2022.11 | 76.73 | 22.85 | 59.2 | |
| SynthCPOoD Data=false, Extra Net.=true2022.11 | 76.08 | 24.86 | 64.69 | |
| Entropy (R101)OoD Data=false, Extra Net.=false2022.11 | 75.12 | 22.38 | 68.15 | |
| MSP (R101)OoD Data=false, Extra Net.=false2022.11 | 73.76 | 20.59 | 68.44 |