Out-of-Distribution Detection on Fishyscapes Lost & Found (test)
55.63APGMMSeg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GMMSegIntact mIoU, no retraining=false, Task backbone=DL-R1012023.05 | 55.63 | 6.61 | |
| FED-C TTAIntact mIoU, no retraining=true, Task backbone=SF-B22023.05 | 50.15 | 5.2 | |
| PEBALIntact mIoU, no retraining=false, Task backbone=DL-WRN382023.05 | 44.17 | 7.58 | |
| DenseHybridIntact mIoU, no retraining=false, Task backbone=DL-WRN382023.05 | 43.9 | 6.18 | |
| NFlowJSIntact mIoU, no retraining=false, Task backbone=LDN-1212023.05 | 43.66 | 8.61 | |
| SynBoostIntact mIoU, no retraining=true, Task backbone=DL-WRN382023.05 | 43.22 | 15.79 | |
| SMLIntact mIoU, no retraining=true, Task backbone=DL-R1012023.05 | 31.05 | 21.52 | |
| FED-U TTAIntact mIoU, no retraining=true, Task backbone=SF-B22023.05 | 20.45 | 11.38 | |
| Image ResynthesisIntact mIoU, no retraining=true, Task backbone=PSP-R1012023.05 | 5.7 | 48.05 | |
| Emb. densityIntact mIoU, no retraining=true, Task backbone=DL-R1012023.05 | 4.25 | 47.15 | |
| MSPIntact mIoU, no retraining=true, Task backbone=DL-R1012023.05 | 1.77 | 44.85 |