Table 6 IoU and accuracy of the BFMS model on each category of materials
From: Semantic segmentation of building façade materials and colors for urban conservation
Material | IoU | Accuracy | Material | IoU | Accuracy |
|---|---|---|---|---|---|
Roofing waterproof material | 0.778 | 95.73% | Snow | 0.591 | 65.64% |
Sky | 0.924 | 94.71% | Tree | 0.525 | 64.71% |
Foliage | 0.691 | 88.11% | Natural Stone | 0.382 | 64.37% |
Hair | 0.648 | 87.54% | Plastic, clear | 0.507 | 64.19% |
Water | 0.850 | 86.86% | Food | 0.235 | 62.39% |
Brickwork | 0.787 | 86.06% | Soil/ Mud | 0.454 | 58.30% |
Glass | 0.711 | 85.29% | Engineered Stone/ Imitation Stone | 0.476 | 57.30% |
Skin/Lips | 0.637 | 82.51% | Fabric/ Cloth | 0.512 | 56.50% |
Rammed earth | 0.714 | 79.48% | Mirror | 0.351 | 55.46% |
Wood/Bamboo | 0.532 | 76.73% | Ceramic | 0.260 | 54.14% |
Ground Tile | 0.599 | 76.26% | Composite Decorative Board | 0.288 | 51.79% |
Asphalt | 0.712 | 74.13% | Cardboard/ Paper | 0.361 | 50.65% |
Paint/ Coating/ Plaster | 0.535 | 68.10% | Plastic, non-clear | 0.228 | 33.12% |
Photograph/ Painting/ Airbrushed Fabric | 0.264 | 67.62% | Rubber/Latex | 0.270 | 32.93% |
Roof tile | 0.585 | 67.34% | Pottery | 0.165 | 21.35% |
Metal | 0.501 | 67.24% | Windows with metal fences on the outside | 0.077 | 9.28% |
Cement/ Concrete | 0.435 | 66.22% | Leather | 0.004 | 0.54% |
