Cityscapes
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cityscapes Attributes Recognition (CAR) 44
78.1mA
5
Cityscapes source domain
73.2Accuracy
5
Cityscapes 1/4 labels (val)
67.5mIoU
5
Cityscapes 100% (train)
75.6mIoU
5
Cityscapes to Mapillary
77.3Road
5
Cityscapes Hard
0.788Mean IoU
5
Cityscapes Cross-City (Tokyo) (val)
85.8Road IoU
5
Cityscapes -> Cross-City (Rio) (val)
80.6IoU (road)
5
Cityscapes lindau-40 (val)
67.2mIoU
5
Cityscapes
10.25Instance Error
5
Cityscapes (val)
66.1BIoU
4
Cityscapes Static region (test)
0.08Absolute Relative Error
4
Cityscapes to ACDC
2.81Adaptation Time
4
Cityscapes
50.5mIoU
4
Cityscapes
0.119Abs Rel
4
Cityscapes real-day
77Mean IoU
4
Cityscapes real (test)
77mIoU
4
Cityscapes
4.25KIDx100
4
Cityscapes
30.47R@20
4
Cityscapes
2.11FID
4
Cityscapes Dynamic Foreground (test)
0.123Abs Rel
4
Cityscapes dynamic objects
0.127AbsRel
4
Foggy Cityscapes
82.5SQ (16)
4
Cityscapes (val)
56.7mIoU (%)
4
Cityscapes (val)
85.6IoU (Car)
4