Instance Segmentation on TBBR
Average Recall@IoU:0.5-0.95
- 2021-08-09 — Wahn Mask R-CNN: Average Recall@IoU:0.5-0.95 9.4
- 2022-12-12 — Swin-T (ImageNet-1k pretrain): Average Recall@IoU:0.5-0.95 28.0
| Rank | Model | Average Recall@IoU:0.5-0.95 | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Swin-T (ImageNet-1k pretrain) | 28.0 | Deep learning approaches to building rooftop thermal bridge detection from aerial images | Helmholtz-AI-Energy/TBBRDet | 2022 |
| 2 | Mask R-CNN (ResNet-50-FPN, ImageNet-1k pretrain) | 21.9 | Deep learning approaches to building rooftop thermal bridge detection from aerial images | Helmholtz-AI-Energy/TBBRDet | 2022 |
| 3 | Swin-T | 20.6 | Deep learning approaches to building rooftop thermal bridge detection from aerial images | Helmholtz-AI-Energy/TBBRDet | 2022 |
| 4 | Mask R-CNN (ResNet-50-FPN) | 20.1 | Deep learning approaches to building rooftop thermal bridge detection from aerial images | Helmholtz-AI-Energy/TBBRDet | 2022 |
| 5 | Wahn Mask R-CNN | 9.4 | AI-based thermal bridge detection of building rooftops on district scale using aerial images | 2021 |