Semantic Segmentation on SpaceNet building segmentation 96 (val)
81.12mIoUOurs (fine-tuned)
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (fine-tuned)Sup.=S+F, Fine-Tune Epochs=242021.12 | 81.12 | |
| Ayush et al.Sup.=S+F, Fine-Tune Epochs=1002021.12 | 78.51 | |
| MoCo-v2Sup.=S+F, Fine-Tune Epochs=1002021.12 | 78.05 | |
| DeepLab-v3Sup.=F, Backbone weight initialization=ImageNet2021.12 | 72.22 | |
| DeepLab-v3Sup.=F, Backbone weight initialization=random2021.12 | 69.44 |