Continual Semantic Segmentation on Cityscapes 14-1 6 tasks
76.52mIoU (Classes 1-14)PILOT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PILOTBackbone=PIDNet2026.05 | 76.52 | 49.2 | 70.21 | — | |
| TOPICSBackbone=ResNet-1012026.05 | 73.03 | 42.47 | 61.74 | — | |
| DKDBackbone=ResNet-1012026.05 | 68.83 | 14.7 | 51.86 | — | |
| MiBBackbone=ResNet-1012026.05 | 66.37 | 14.36 | 50.05 | — | |
| MiB + AWTBackbone=ResNet-1012026.05 | 65.6 | 19.19 | 50.72 | — | |
| PLOPBackbone=ResNet-1012026.05 | 63.54 | 15.38 | 48.33 | — | |
| PLOPLongcosine normalization=true, frozen BatchReNormalization=true2021.06 | 58.6 | 15.04 | 47.71 | 54.31 | |
| PLOP2021.06 | 56.59 | 13.07 | 45.71 | 51.28 | |
| MiB2021.06 | 55.11 | 12.91 | 44.56 | 49.76 |