- Submitted by
- Stephan Richter
- Authors
- -
- Venue
- CVPR 2015 & CVPR 2016
- Abstract
- Baseline FCN-ResNet as described in the Playing for Benchmarks paper.
- Runtime
- 10.00 s
- External data used
- no
- Links
-
- There is no link to the paper.
- There is no link to the code.
- There is no link to the project website.
- Number of submissions
- 1
- Detailed results
-
| Class |
IoU (day) |
IoU (sunset) |
IoU (rain) |
IoU (snow) |
IoU (night) |
IoU (mean) |
| Sky | 95.5 | 96.0 | 93.4 | 95.3 | 93.2 | 94.7 |
| Road | 86.2 | 89.9 | 94.6 | 91.8 | 94.7 | 91.4 |
| Sidewalk | 74.8 | 58.7 | 62.7 | 62.6 | 83.0 | 68.4 |
| Terrain | 58.6 | 66.1 | 68.2 | 69.3 | 66.3 | 65.7 |
| Tree | 78.7 | 76.2 | 75.2 | 76.4 | 76.0 | 76.5 |
| Vegetation | 67.6 | 55.6 | 60.1 | 59.0 | 57.7 | 60.0 |
| Building | 77.7 | 77.0 | 70.9 | 81.5 | 77.5 | 76.9 |
| Infrastructure | 40.4 | 45.0 | 43.5 | 54.7 | 51.5 | 47.0 |
| Fence | 23.0 | 17.4 | 21.2 | 17.3 | 15.8 | 18.9 |
| Billboard | 45.9 | 46.6 | 38.3 | 42.1 | 45.0 | 43.6 |
| Trafficlight | 62.3 | 61.7 | 59.5 | 69.8 | 59.9 | 62.7 |
| Trafficsign | 24.4 | 49.8 | 71.2 | 51.1 | 62.2 | 51.7 |
| Mobilebarrier | 36.4 | 21.3 | 37.7 | 18.4 | 18.9 | 26.6 |
| Firehydrant | 35.7 | 51.6 | 71.1 | 41.2 | 69.4 | 53.8 |
| Chair | 20.3 | 25.8 | 8.0 | 30.6 | 35.5 | 24.1 |
| Trash | 36.6 | 17.7 | 12.4 | 24.8 | 27.4 | 23.8 |
| Trashcan | 54.2 | 37.4 | 36.1 | 46.3 | 44.4 | 43.7 |
| Person | 80.5 | 64.0 | 65.3 | 71.6 | 65.6 | 69.4 |
| Motorcycle | 89.2 | 44.8 | 0.6 | 20.8 | 52.6 | 41.6 |
| Car | 91.5 | 94.7 | 91.5 | 98.4 | 94.6 | 94.1 |
| Van | 20.2 | 0.2 | 6.3 | 2.4 | 21.6 | 10.1 |
| Bus | 30.9 | 39.0 | 37.2 | 34.1 | 42.2 | 36.7 |
| Truck | 70.9 | 64.9 | 65.6 | 77.9 | 49.7 | 65.8 |
| Mean | 56.6 | 52.2 | 51.8 | 53.8 | 56.7 | 54.2 |