实验数据
deepfusepspnet50
mIoU |
mAcc |
allAcc |
0.549 |
0.6894 |
0.9075 |
deepfusepspnet50 (1) (2020-11-19 15:04:27,764)
mIoU |
mAcc |
allAcc |
0.5424 |
0.6758 |
0.9076 |
Class |
Iou |
Accuracy |
terrain |
0.5509 |
0.8800 |
sky |
0.9029 |
0.9386 |
tree |
0.8632 |
0.9620 |
vegetation |
0.8234 |
0.8365 |
building |
0.6842 |
0.7031 |
road |
0.9654 |
0.9733 |
trafficSign |
0.3594 |
0.4580 |
trafficLight |
0.2485 |
0.2497 |
pole |
0.2753 |
0.8496 |
truck |
0.0065 |
0.0065 |
car |
0.7746 |
0.9690 |
van |
0.0549 |
0.2835 |
deepfusepspnet50 (2) (2020-11-19 03:19:56,588)
mIoU |
mAcc |
allAcc |
0.5571 |
0.6988 |
0.9124 |
Class |
Iou |
Accuracy |
terrain |
0.5811 |
0.8751 |
sky |
0.9027 |
0.9400 |
tree |
0.8633 |
0.9568 |
vegetation |
0.8515 |
0.8691 |
building |
0.6909 |
0.7112 |
road |
0.9642 |
0.9731 |
trafficSign |
0.3454 |
0.5730 |
trafficLight |
0.2117 |
0.2127 |
pole |
0.2542 |
0.8674 |
truck |
0.1540 |
0.1545 |
car |
0.8068 |
0.9740 |
van |
0.0600 |
0.2780 |
deepfusepspnet50 (3) (2020-11-19 03:13:40,537)
mIoU |
mAcc |
allAcc |
0.5475 |
0.6936 |
0.9024 |
Class |
Iou |
Accuracy |
terrain |
0.5132 |
0.8675 |
sky |
0.9029 |
0.9422 |
tree |
0.8613 |
0.9575 |
vegetation |
0.8220 |
0.8497 |
building |
0.6705 |
0.6880 |
road |
0.9516 |
0.9563 |
trafficSign |
0.4936 |
0.6751 |
trafficLight |
0.2298 |
0.2312 |
pole |
0.2547 |
0.8607 |
truck |
0.0115 |
0.0116 |
car |
0.7994 |
0.9721 |
van |
0.0591 |
0.3107 |
pspnet50
mIoU |
mAcc |
allAcc |
0.5053 |
0.6467 |
0.8938 |
pspnet50 (1) (test-20201111_034932.log)
mIoU |
mAcc |
allAcc |
0.5064 |
0.6426 |
0.8932 |
Class |
Iou |
Accuracy |
terrain |
0.4543 |
0.8556 |
sky |
0.8955 |
0.9350 |
tree |
0.8573 |
0.9647 |
vegetation |
0.7171 |
0.7312 |
building |
0.6476 |
0.6593 |
road |
0.9641 |
0.9728 |
trafficSign |
0.2704 |
0.3258 |
trafficLight |
0.1938 |
0.1954 |
pole |
0.2697 |
0.7975 |
truck |
0.0265 |
0.0268 |
car |
0.7208 |
0.9653 |
van |
0.0594 |
0.2824 |
pspnet50 (2) (test-20201111_170731.log)
mIoU |
mAcc |
allAcc |
0.5003 |
0.6483 |
0.8926 |
Class |
Iou |
Accuracy |
terrain |
0.4462 |
0.8493 |
sky |
0.8951 |
0.9355 |
tree |
0.8597 |
0.9625 |
vegetation |
0.7097 |
0.7280 |
building |
0.6551 |
0.6711 |
road |
0.9654 |
0.9728 |
trafficSign |
0.2241 |
0.3043 |
trafficLight |
0.1878 |
0.1895 |
pole |
0.2709 |
0.8322 |
truck |
0.0040 |
0.0040 |
car |
0.7061 |
0.9664 |
van |
0.0790 |
0.3636 |
pspnet50 (3) (test-20201111_170826.log)
mIoU |
mAcc |
allAcc |
0.5092 |
0.6490 |
0.8955 |
Class |
Iou |
Accuracy |
terrain |
0.4713 |
0.8117 |
sky |
0.8937 |
0.9296 |
tree |
0.8563 |
0.9677 |
vegetation |
0.7323 |
0.7597 |
building |
0.6307 |
0.6419 |
road |
0.9624 |
0.9790 |
trafficSign |
0.2215 |
0.3294 |
trafficLight |
0.1797 |
0.1804 |
pole |
0.2767 |
0.8066 |
truck |
0.0205 |
0.0205 |
car |
0.7864 |
0.9615 |
van |
0.0786 |
0.3993 |
fusepspnet50
mIoU |
mAcc |
allAcc |
0.5732 |
0.7137 |
0.9091 |
fusepspnet50 (1) (test-20201110_145054.log)
mIoU |
mAcc |
allAcc |
0.5661 |
0.7120 |
0.9073 |
Class |
Iou |
Accuracy |
terrain |
0.5286 |
0.9112 |
sky |
0.9029 |
0.9419 |
tree |
0.8625 |
0.9573 |
vegetation |
0.8327 |
0.8451 |
building |
0.6833 |
0.6994 |
road |
0.9510 |
0.9564 |
trafficSign |
0.4391 |
0.6140 |
trafficLight |
0.2239 |
0.2250 |
pole |
0.2577 |
0.8593 |
truck |
0.2135 |
0.2142 |
car |
0.8177 |
0.9719 |
van |
0.0798 |
0.3486 |
fusepspnet50 (2) (test-20201111_034821.log)
mIoU |
mAcc |
allAcc |
0.5784 |
0.7183 |
0.9110 |
Class |
Iou |
Accuracy |
terrain |
0.5436 |
0.9105 |
sky |
0.9027 |
0.9398 |
tree |
0.8630 |
0.9598 |
vegetation |
0.8601 |
0.8705 |
building |
0.6830 |
0.6975 |
road |
0.9497 |
0.9547 |
trafficSign |
0.4270 |
0.5390 |
trafficLight |
0.2397 |
0.2411 |
pole |
0.2575 |
0.8534 |
truck |
0.2918 |
0.2940 |
car |
0.8265 |
0.9701 |
van |
0.0963 |
0.3891 |
fusepspnet50 (3) (test-20201110_143027.log)
mIoU |
mAcc |
allAcc |
0.5752 |
0.7108 |
0.9093 |
Class |
Iou |
Accuracy |
terrain |
0.5400 |
0.9043 |
sky |
0.9027 |
0.9424 |
tree |
0.8619 |
0.9576 |
vegetation |
0.8469 |
0.8613 |
building |
0.6717 |
0.6856 |
road |
0.9509 |
0.9564 |
trafficSign |
0.4849 |
0.6295 |
trafficLight |
0.2278 |
0.2290 |
pole |
0.2511 |
0.8500 |
truck |
0.2912 |
0.2933 |
car |
0.8124 |
0.9731 |
van |
0.0609 |
0.2471 |
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