Out-of-distribution segmentation on Fishyscapes Lost and Found (val)
98.62AUCRbA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RbAOoD Data=true, Extra Net.=false2022.11 | 98.62 | 70.81 | 6.3 | |
| PEBALOoD Data=true, Extra Net.=false2022.11 | 98.52 | 64.43 | 6.56 | |
| GMMSeg (SF)OoD Data=false, Extra Net.=false2022.11 | 97.83 | 50.03 | 12.55 | |
| SMLOoD Data=false, Extra Net.=false2022.11 | 96.88 | 36.55 | 14.53 | |
| RbAOoD Data=false, Extra Net.=false2022.11 | 96.43 | 60.96 | 10.63 | |
| SynBoost (WRN38)OoD Data=true, Extra Net.=true2022.11 | 96.21 | 60.58 | 31.02 | |
| Maximized EntropyOoD Data=true, Extra Net.=false2022.11 | 93.06 | 41.31 | 37.69 | |
| MahalanobisOoD Data=false, Extra Net.=false2022.11 | 92.51 | 27.83 | 30.17 | |
| SynthCPOoD Data=false, Extra Net.=true2022.11 | 88.34 | 6.54 | 45.95 | |
| Entropy (R101)OoD Data=false, Extra Net.=false2022.11 | 88.32 | 13.91 | 44.85 | |
| MSP (R101)OoD Data=false, Extra Net.=false2022.11 | 86.99 | 6.02 | 45.63 |