Cityscapes
Benchmarks
TaskDatasetSOTA resultTrendResults
Cityscapes fine-annotation (test)
80.3mIoU (Class)
10
Cityscapes-to-Cityscapes-C short-term
9.2Defocus Performance
9
Cityscapes
94.9ASR
9
Cityscapes
93.9ASR
9
Cityscapes
95.2ASR
9
Cityscapes
0.089Abs. Rel.
9
Cityscapes without background (val)
75.2Pixel Accuracy (no background)
9
Cityscapes fine 1/4 (val)
75.15mIoU
9
Cityscapes (val)
65.38mIoU
9
Cityscapes 1.0 (val test)
81mIoU (Val)
9
CityScapes 64 x 128 (test)
52IoU
9
Foggy Cityscapes (val)
40.67mIoU
9
Cityscapes 1/8 split 1.0 (val)
78.5mIoU
9
Cityscapes source domain (train)
82.6mIoU
9
CityScapes
29.52Inference Time (ms)
9
Cityscapes 1 20 subset (val)
59.98mIoU
9
Cityscapes 1/50 (val)
53.51mIoU
9
Cityscapes 7 classes setting (val)
96.4Class: Flat IoU
9
Cityscapes 59 instances
-1.93Cost
9
Cityscapes 14-1 6 tasks
76.52mIoU (Classes 1-14)
9
SYNTHIA to Cityscapes 16 classes UDA (val)
6.62Root Mean Squared Error (RMSE)
9
CityScapes
0.015Abs Error
9
Cityscapes 128x128 resolution (test)
141.31FVD
9
Cityscapes
2.41Disparity Error (px)
9
Cityscapes (test)
98.86MaxF
9