- Submitted by
- Rohit Mohan
- Authors
- Rohit Mohan, Abhinav Valada
- Venue
- arxiv
- Abstract
- EfficientPS with EfficientNet-b1 backbone. Trained with a batch size of 4.
- Runtime
- 0 ms
- External data used
- no
- Links
-
- Number of submissions
- 2
- Detailed results
-
| Class |
PQ (mean) |
SQ (mean) |
RQ (mean) |
| Sky | 81.9 | 93.1 | 88.0 |
| Road | 62.5 | 91.1 | 68.3 |
| Sidewalk | 47.5 | 75.3 | 63.0 |
| Terrain | 25.0 | 69.3 | 36.1 |
| Tree | 57.9 | 74.1 | 78.0 |
| Vegetation | 30.3 | 66.2 | 45.7 |
| Building | 42.5 | 77.4 | 54.9 |
| Infrastructure | 18.9 | 65.7 | 28.8 |
| Fence | 2.4 | 60.4 | 3.9 |
| Billboard | 19.1 | 71.2 | 26.8 |
| Trafficlight | 37.2 | 84.2 | 43.6 |
| Trafficsign | 11.5 | 77.7 | 14.7 |
| Mobilebarrier | 0.0 | 0.0 | 0.0 |
| Firehydrant | 24.6 | 82.6 | 29.7 |
| Chair | 3.9 | 67.3 | 5.7 |
| Trash | 0.3 | 36.7 | 0.4 |
| Trashcan | 15.5 | 79.9 | 19.3 |
| Person | 16.2 | 74.6 | 21.5 |
| Motorcycle | 30.9 | 73.3 | 42.2 |
| Car | 48.0 | 84.2 | 57.1 |
| Van | 10.9 | 86.9 | 12.5 |
| Bus | 33.1 | 83.2 | 39.6 |
| Truck | 36.9 | 84.0 | 43.9 |
| Stuff | 30.8 | 66.0 | 39.1 |
| Things | 25.7 | 80.0 | 31.5 |
| Mean | 28.6 | 72.1 | 35.8 |