Mapillary
Benchmarks
TaskDatasetSOTA resultTrendResults
Mapillary (val)
76.05mIoU
153
Mapillary
77.87mIoU
112
Mapillary (test)
77.93mIoU
43
Mapillary target domain
47.49mIoU
20
Mapillary (test)
84.42Recall
18
Mapillary (val)
83.42Recall
18
Mapillary CS
40.15mIoU
16
Mapillary (Map) 19 class (val)
67.59mIoU
13
Mapillary
23.6PQ
12
Mapillary MSLS
22.2Success Rate @ 0.5 km
12
Mapillary
20.9mAP50
10
Mapillary 1.0 (val)
41.31mIoU
10
Mapillary MSLS
21.5AR @ 0.5 km
8
Mapillary MAP (test)
61.61mIoU
7
Mapillary (val)
10.6mAP (mask)
7
Mapillary (val)
79.5R@1
5
Mapillary
46.92mIoU
4
Mapillary (test-dev)
41.1PQ
3
Mapillary Challenge
48.1R@1
2
Mapillary (test)
25.3mAP
1