- Submitted by
- Stephan Richter
- Authors
- Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia
- Venue
- CVPR 2017
- Abstract
- PSPNet Baseline as described in the Playing for Benchmarks paper.
- Runtime
- 10.00 s
- External data used
- no
- Links
-
- Number of submissions
- 1
- Detailed results
-
| Class |
IoU (day) |
IoU (sunset) |
IoU (rain) |
IoU (snow) |
IoU (night) |
IoU (mean) |
| Sky | 95.4 | 95.9 | 95.8 | 96.2 | 95.4 | 95.7 |
| Road | 89.7 | 96.1 | 96.3 | 97.2 | 97.1 | 95.3 |
| Sidewalk | 82.1 | 82.2 | 78.4 | 88.1 | 89.6 | 84.1 |
| Terrain | 68.6 | 76.6 | 77.8 | 76.8 | 78.0 | 75.5 |
| Tree | 81.7 | 81.3 | 76.5 | 78.6 | 79.0 | 79.4 |
| Vegetation | 73.9 | 66.9 | 62.0 | 62.1 | 64.1 | 65.8 |
| Building | 85.3 | 84.3 | 76.3 | 87.4 | 85.0 | 83.6 |
| Infrastructure | 53.6 | 60.6 | 54.3 | 68.2 | 65.4 | 60.4 |
| Fence | 35.2 | 24.5 | 16.9 | 24.1 | 21.4 | 24.4 |
| Billboard | 58.0 | 69.4 | 57.7 | 42.8 | 55.6 | 56.7 |
| Trafficlight | 76.1 | 74.9 | 70.7 | 76.9 | 73.3 | 74.4 |
| Trafficsign | 66.4 | 74.9 | 80.6 | 79.4 | 81.4 | 76.5 |
| Mobilebarrier | 59.9 | 46.3 | 76.1 | 36.7 | 34.3 | 50.7 |
| Firehydrant | 51.2 | 66.0 | 76.2 | 76.9 | 75.3 | 69.1 |
| Chair | 31.4 | 51.8 | 20.0 | 43.9 | 44.2 | 38.3 |
| Trash | 47.6 | 31.2 | 23.9 | 33.6 | 37.0 | 34.6 |
| Trashcan | 76.1 | 64.1 | 50.3 | 60.1 | 67.2 | 63.5 |
| Person | 86.5 | 86.4 | 72.4 | 78.0 | 76.6 | 80.0 |
| Motorcycle | 95.7 | 88.4 | 12.1 | 65.9 | 78.2 | 68.0 |
| Car | 96.6 | 97.5 | 96.2 | 99.1 | 97.8 | 97.4 |
| Van | 83.4 | 1.4 | 43.3 | 11.4 | 45.1 | 36.9 |
| Bus | 82.9 | 81.8 | 87.1 | 59.3 | 95.1 | 81.2 |
| Truck | 93.6 | 91.1 | 91.4 | 92.5 | 90.8 | 91.9 |
| Mean | 72.6 | 69.3 | 64.9 | 66.7 | 70.7 | 68.9 |