Cityscapes

Network Name mIoU Quantized Input Resolution (HxWxC) Params (M) FLOPs (G) Pretrained Source Compiled
fcn16_resnet_v1_18⭐ 66.81 66.56 1024x1920x3 11.19 71.26 link link link
fcn8_resnet_v1_18 68.74 68.53 1024x1920x3 11.20 71.51 link link link
fcn8_resnet_v1_22 67.54 67.39 1920x1024x3 15.12 150.04 link link link
stdc1 74.56 73.49 1024x1920x3 8.27 63.34 link link link
  • Networks available in TAPPAS are marked with ⭐

Pascal VOC

Network Name mIoU Quantized Input Resolution (HxWxC) Params (M) FLOPs (G) Pretrained Source Compiled
deeplab_v3_mobilenet_v2 76.03 74.78 513x513x3 2.10 8.91 link link link
deeplab_v3_mobilenet_v2_wo_dilation 71.51 70.3 513x513x3 2.10 1.64 link link link