Details for method 'MaskRCNN_BOSH'
Method overview
| name |
MaskRCNN_BOSH |
| challenge |
pixel-level semantic labeling |
| details |
Bosh autodrive challenge |
| publication |
Jin shengtao, Yi zhihao, Liu wei [Our team name is firefly]
|
| project page / code |
|
| used Cityscapes data |
fine annotations |
| used external data |
coco |
| runtime |
n/a |
| subsampling |
no |
| submission date |
June, 2018 |
| previous submissions |
1 |
Average results
| Metric |
Value |
| IoU Classes | 73.8549 |
| iIoU Classes | 48.4807 |
| IoU Categories | 87.25 |
| iIoU Categories | 70.0296 |
Class results
| Class |
IoU |
iIoU |
| road | 97.7383 | - |
| sidewalk | 80.3569 | - |
| building | 90.2057 | - |
| wall | 48.9623 | - |
| fence | 51.7188 | - |
| pole | 60.8824 | - |
| traffic light | 60.1058 | - |
| traffic sign | 69.849 | - |
| vegetation | 92.169 | - |
| terrain | 65.4006 | - |
| sky | 88.2947 | - |
| person | 82.0161 | 58.3063 |
| rider | 64.5238 | 41.8141 |
| car | 94.5425 | 81.9229 |
| truck | 71.9357 | 34.2882 |
| bus | 84.2086 | 43.1079 |
| train | 72.277 | 41.5187 |
| motorcycle | 56.8323 | 31.4698 |
| bicycle | 71.2232 | 55.4179 |
Category results
| Category |
IoU |
iIoU |
| flat | 98.3184 | - |
| nature | 91.6012 | - |
| object | 65.8181 | - |
| sky | 88.2947 | - |
| construction | 90.6704 | - |
| human | 82.3878 | 60.0357 |
| vehicle | 93.6591 | 80.0236 |
Links
Download results as .csv file
Benchmark page
