Cityscapes
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cityscapes fine annotations 372 labels (1/8)
79.4mIoU
11
Cityscapes 12 (test)
0.106Abs Rel
11
Cityscapes 9 (test)
95.99MS-SSIM (t+1)
11
Cityscapes (1s in the future)
0.49ADE
11
Cityscapes fine-only (test)
81.8mIoU
11
Cityscapes (val)
75.19mIoU
11
Cityscapes 10% labeled data (val)
33.9maskAP
11
Cityscapes 27 classes (val)
61.47mIoU
11
Cityscapes to GTA5
44.32mIoU
10
Cityscapes 1024x2048px
81.92mIoU
10
Cityscapes (1/30 labeled split)
79.6mIoU
10
Cityscapes -> ACDC (test val)
82.9Road IoU
10
Cityscapes (val)
0.741Score (1/8 Res)
10
CityScapes
74.6mIoU
10
Cityscapes 1.0 (val)
83.6Clean Score
10
Cityscapes 9 (test)
78.7mIoU (Mean IoU)
10
Cityscapes (val)
36.7mIoU
10
Cityscapes to Foggy Cityscapes (test)
94PQ (road)
10
Cityscapes open-vocabulary
29.9Mask AP
10
Cityscapes half resolution (512x1024) (test val)
74.6mIoU
10
Cityscapes -> Foggy Cityscapes (val)
55.1mPQ
10
Cityscapes 1/16 partition (val)
0.752mIoU
10
Cityscapes 1.0 (test)
44.9mIoU
10
Cityscapes 11-1 11 tasks (test)
63mIoU
10
Cityscapes (val)
11.58MAE
10