Cityscapes
Benchmarks
TaskDatasetSOTA resultTrendResults
Cityscapes (val)
1,949.306False Positives
4
Cityscapes half
20.7FPS
4
Cityscapes full
18.6FPS
4
Cityscapes-Depth
0.197mNMSE
4
Cityscapes 8 classes (test)
60.47mIoU
4
Cityscapes (val)
94.2Road IoU
4
Cityscapes 10 (test)
45.33mIoU
4
Cityscapes
53Fidelity
4
Cityscapes 10% (train)
62.1mIoU
4
Cityscapes
67.38AMT
4
Cityscapes ground truth (val)
85.7Mean Accuracy
4
Cityscapes weak ground truth (val)
91.8Mean Accuracy
4
Cityscapes (long sequences (demo videos))
83Human Preference Score
4
Cityscapes short sequences (val)
4.66FID (I3D)
4
Cityscapes (test)
3.44FID (I3D)
4
Cityscapes (val)
2.9GFLOPS
4
Cityscapes (val)
74.2mIoU
3
Cityscapes car category (val)
74.2mIoU
3
Cityscapes (CS)
40.08mIoU (Reported)
3
Cityscapes (val)
1,475.68MeanT Error
3
Cityscapes (train)
0.781mIoU
3
Cityscapes (train)
38.02mAP
3
Increasing Foggy Cityscapes
73.4mIoU (Clear)
3
Cityscapes
4.28Search Cost (GPU Seconds)
3
Cityscapes mid-term
62.7mIoU (All)
3