PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model

Benchmark Model Rank Results
real-time-semantic-segmentation-on-camvidPP-LiteSeg-B#12mIoU: 75Frame (fps): 154.8
real-time-semantic-segmentation-on-camvidPP-LiteSeg-T#16mIoU: 73.3Frame (fps): 222.3
real-time-semantic-segmentation-on-cityscapesPP-LiteSeg-B2#6mIoU: 77.5%Frame (fps): 102.6(1080Ti)
real-time-semantic-segmentation-on-cityscapesPP-LiteSeg-T2#16mIoU: 74.9%Frame (fps): 143.6(1080Ti)
real-time-semantic-segmentation-on-cityscapesPP-LiteSeg-B1#20mIoU: 73.9%Frame (fps): 195.3(1080Ti)
real-time-semantic-segmentation-on-cityscapesPP-LiteSeg-T1#24mIoU: 72.0%Frame (fps): 273.6(1080Ti)
real-time-semantic-segmentation-on-cityscapes-1PP-LiteSeg-B2#9mIoU: 78.2
real-time-semantic-segmentation-on-cityscapes-1PP-LiteSeg-T2#14mIoU: 76
real-time-semantic-segmentation-on-cityscapes-1PP-LiteSeg-B1#17mIoU: 75.3
real-time-semantic-segmentation-on-cityscapes-1PP-LiteSeg-T1#22mIoU: 73.1