| Network |
Observation count |
Temporal accuracy |
IoU |
IoU left |
IoU right |
IoU for all left emissions |
IoU for all right emissions |
Mean errors |
Mean errors for left emissions |
Mean errors for right emissions |
|
Unet_B3_small
|
8041 |
97.39 %
|
68.76 %
|
63.89 %
|
67.50 %
|
65.35 %
|
69.45 %
|
45.21 %
|
41.65 %
|
46.31 %
|
| Train: 7682 |
97.38 %
|
68.93 %
|
64.06 %
|
67.69 %
|
65.55 %
|
69.60 %
|
44.65 %
|
40.83 %
|
45.82 %
|
| Test: 359 |
97.75 %
|
63.87 %
|
60.16 %
|
61.50 %
|
61.28 %
|
64.64 %
|
61.73 %
|
60.38 %
|
62.39 %
|
|
Unet_resnet50_small
|
8041 |
98.29 %
|
81.02 %
|
71.99 %
|
82.31 %
|
72.11 %
|
82.82 %
|
35.82 %
|
36.98 %
|
35.32 %
|
| Train: 7682 |
98.35 %
|
81.91 %
|
73.02 %
|
83.27 %
|
73.12 %
|
83.66 %
|
34.37 %
|
36.69 %
|
33.47 %
|
| Test: 359 |
96.94 %
|
56.82 %
|
50.57 %
|
55.03 %
|
50.96 %
|
58.45 %
|
79.01 %
|
43.40 %
|
96.33 %
|
|
Unet_resnet18_small
|
8041 |
97.68 %
|
72.66 %
|
60.39 %
|
73.94 %
|
62.32 %
|
74.81 %
|
35.26 %
|
44.89 %
|
31.87 %
|
| Train: 7682 |
97.69 %
|
73.06 %
|
60.67 %
|
74.37 %
|
62.58 %
|
75.20 %
|
34.86 %
|
45.21 %
|
31.28 %
|
| Test: 359 |
97.47 %
|
61.46 %
|
54.47 %
|
60.63 %
|
56.88 %
|
62.85 %
|
46.91 %
|
37.74 %
|
51.38 %
|
|
SwinUnet_small
|
8041 |
96.33 %
|
61.71 %
|
39.78 %
|
64.80 %
|
40.31 %
|
65.83 %
|
50.77 %
|
67.62 %
|
44.94 %
|
| Train: 7682 |
96.35 %
|
62.13 %
|
39.93 %
|
65.28 %
|
40.48 %
|
66.25 %
|
50.14 %
|
67.85 %
|
44.07 %
|
| Test: 359 |
95.88 %
|
50.05 %
|
36.56 %
|
50.87 %
|
36.65 %
|
53.42 %
|
69.75 %
|
62.26 %
|
73.39 %
|
|
FPN_B3_small
|
8041 |
95.88 %
|
60.14 %
|
51.36 %
|
58.76 %
|
54.08 %
|
61.46 %
|
83.46 %
|
108.23 %
|
74.92 %
|
| Train: 7682 |
95.84 %
|
60.18 %
|
51.27 %
|
58.82 %
|
54.02 %
|
61.51 %
|
82.92 %
|
108.02 %
|
74.38 %
|
| Test: 359 |
96.85 %
|
58.86 %
|
53.33 %
|
56.59 %
|
55.35 %
|
59.99 %
|
99.38 %
|
113.21 %
|
92.66 %
|