Cityscapes
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cityscapes
67.2PQ
48
Cityscapes (test)
0.517LPIPS
48
Cityscapes → BDD100k (test)
46.5mAP (Overall)
47
Cityscapes adaptation from KITTI (val)
75.9mAP
46
Cityscapes fine (test)
81.9mIoU
44
Cityscapes (test)
1.75MR
43
Cityscapes-DVPS (val)
70.6DVPQ
42
Cityscapes fine (val)
80.3mIoU
42
Cityscapes
485.4Throughput (FPS)
42
CityScapes
86.9mIoU
41
Cityscapes-C long-term adaptation (target)
79.2mIoU (Brig.)
40
Cityscapes (test)
0.013Abs Err
40
Cityscapes (val)
81mIoU
38
Cityscapes-C (val)
26.8Defocus
37
Cityscapes S -> C adaptation (val)
76.4mAP
37
Cityscapes (val)
96.9IoU (road)
37
Cityscapes
84.3mIoU
37
Foggy Cityscapes F (test)
39.5AP (bike)
36
Cityscapes 19 semantic class labels (val)
82.19mIoU
36
Cityscapes (val)
68.1mAP50
35
Cityscapes
0.013Absolute Error
34
Foggy Cityscapes CF (test)
66.3AP (Person)
34
Cityscapes
72.55mIoU
33
Cityscapes -> {GTAV, BDD100K, Mapillary, SYNTHIA, Cityscapes} (test)
77.51mIoU (Cityscapes)
33
Cityscapes (val)
74.76mIoU
33