Semantic Segmentation on SemanticPOSS v1.0 (val)
58.6mIoUPolarMix†
Evaluation results
| Method | Links | |
|---|---|---|
| PolarMix†Backbone=SPVCNN, Data Augmentation=Local DA + CGA2022.07 | 58.6 | |
| PolarMix†Backbone=MinkNet, Data Augmentation=Local DA + CGA2022.07 | 57.4 | |
| Copy-PasteBackbone=SPVCNN, Data Augmentation=Local DA + CGA2022.07 | 56.2 | |
| CutMix†Backbone=MinkNet, Data Augmentation=Local DA + CGA2022.07 | 56 | |
| Copy-PasteBackbone=MinkNet, Data Augmentation=Local DA + CGA2022.07 | 55.9 | |
| Mix3D†Backbone=MinkNet, Data Augmentation=Local DA + CGA2022.07 | 55.3 | |
| CGABackbone=SPVCNN, Data Augmentation=Conventional Global Augmentation2022.07 | 55.3 | |
| CGABackbone=MinkNet, Data Augmentation=Conventional Global Augmentation2022.07 | 55.1 | |
| CutMix†Backbone=SPVCNN, Data Augmentation=Local DA + CGA2022.07 | 54.7 | |
| Mix3D†Backbone=SPVCNN, Data Augmentation=Local DA + CGA2022.07 | 54.4 | |
| BaselineBackbone=MinkNet, Data Augmentation=None2022.07 | 52.1 | |
| BaselineBackbone=SPVCNN, Data Augmentation=None2022.07 | 50.7 |