Semantic Segmentation on Cityscapes (mIoU, Δm, ΔT1, PAcc)
1.8Delta T1 Score ChangeAdaShare
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdaShareBackbone=ResNet-34, # Params ↓=-50.02019.11 | 1.8 | 2.8 | — | — | |
| NDDR-CNNBackbone=ResNet-34, # Params ↓=+3.52019.11 | 1.3 | 2.3 | — | — | |
| MTANBackbone=ResNet-34, # Params ↓=-20.52019.11 | 0.5 | 2.7 | — | — | |
| Cross-StitchBackbone=ResNet-34, # Params ↓=02019.11 | -0.1 | 2.8 | — | — | |
| SluiceBackbone=ResNet-34, # Params ↓=02019.11 | -0.8 | 1.6 | — | — | |
| DENBackbone=ResNet-34, # Params ↓=-44.02019.11 | -3.1 | -2.4 | — | — | |
| Multi-TaskBackbone=ResNet-34, # Params ↓=-50.02019.11 | -3.7 | -2.1 | — | — | |
| Single-TaskBackbone=ResNet-342019.11 | — | — | 40.2 | 74.7 |