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. 2024 Dec 19;19(12):e0315621. doi: 10.1371/journal.pone.0315621

Table 3. Comparison among various experimental results produced on the Cityspaces validation set.

class HRNet OCNet STDC ECMNet
road 98.1 97.7 98 98.6
sidewalk 83.6 82.8 84.3 86.5
building 92.0 90.7 92.0 93.6
wall 46.1 47.2 56.7 59.7
fence 52.5 49.9 60.1 63.2
pole 63.0 55.6 62.6 64.7
t-light 70.3 66.4 68.6 70.6
t-sign 75.6 70.8 76.5 77.7
vegetation 92.9 91.7 92.2 93.4
terrain 70.1 69.8 66.7 65.9
sky 95.2 94.2 94.4 95.8
person 83.8 80.3 80.7 81.7
rider 64.3 62.7 62.0 60.5
car 95.0 94.0 94.7 95.5
truck 63.6 64.0 80.2 84.9
bus 77.7 75.5 85.6 90.6
train 71.7 63.7 78.7 81.9
motor 61.3 61.7 53.7 63.1
bike 73.4 69.4 74.5 76.8
MIoU 75.3 73.1 77.0 79.2