GTA5
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
GTA5 to {Cityscapes, Mapillary, BDD} (test)
73.63mIoU (Cityscapes)
94
GTA5 to Cityscapes
73.8mIoU
70
GTA5 → {Cityscapes, BDD100K, Mapillary} (Target Domains)
68.88Score (Cityscapes)
36
GTA5
60.7mIoU
35
GTA5 Synthetic-to-Real (test)
49.96mIoU (DCS)
25
GTA5 to Cityscapes, BDD100K, Mapillary Vistas (val)
55.7mIoU (Cityscapes val)
19
GTA5 to C-driving (test)
27.1mIoU (Rainy)
15
GTA5
0.935SSIM
12
GTA5-to-Real (mean)
63.6mIoU
11
GTA5 (dev)
44.99mIoU
11
GTA5 (test)
33.12PSNR
10
GTA5 → Cityscapes
95.14Road IoU
9
GTA5
29.79PSNR
9
GTA5 53 (test)
48.83mIoU
9
GTA5 (source)
73.95mIoU
7
GTA5 (val)
44.45mIoU
5
GTA5 to Mapillary (val)
39.1mIoU
4
GTA5 to BDDS (val)
39.6mIoU
4
GTA5 to Mapillary (val test)
41.86mIoU
4
GTA5 to IDD 19 categories (val)
46mIoU
4