Cityscapes
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cityscapes (val)
96.01IoU
7
Cityscapes CS13
77.04mIoU
7
Cityscapes (test)
6.29FID
7
FoggyCityscapes + RainCityscapes
98.7Road IoU
7
Cityscapes (test)
1.01ELBO
7
Cityscapes to IDD and Mapillary (test)
81.1mIoU (IDD)
7
Cityscapes (val)
1.58Delta Change
7
Cityscapes 11-5 (3 steps) (final)
64.3mIoU
7
Cityscapes
9.072BD mAP@50:95
7
Cityscapes (test)
70.3mIoU (t+5)
7
Cityscapes (test)
95.99MS-SSIM (t+1)
7
Cityscapes 11 (val)
29.17AP
7
Cityscapes 11 (val)
50.64PQ
7
Cityscapes Corruption
43.4Baseline Performance
7
Cityscapes (1/2)
1,400Unlabeled Samples/Epoch
7
Cityscapes 1/4
2,200Unlabeled Samples/Epoch
7
Cityscapes (1/8)
2.6Unlabeled Samples per Epoch
7
Cityscapes 1/16
2.7Unlabeled Samples/Epoch
7
Cityscapes (10%)
72.24mIoU
6
Cityscapes
65.41mIoU
6
Cityscapes
73.48mIoU (Tiny)
6
Cityscapes 10-1 protocol (10 tasks)
75.84mIoU (Classes 1-10)
6
Cityscapes 1024 x 1024
75.7mIoU
6
Cityscapes 768 x 768
74.5mIoU
6
Cityscapes (intra-domain)
62.22Knowledge Checklist
6