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Semantic Segmentation on ULS forest point clouds (test)
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97.7
Accuracy
FSCT
81.996
86.073
90.15
94.227
May 26, 2023
Accuracy
Recall
Precision
Specificity
G-mean
BA (Balanced Accuracy)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
Recall
Precision
Specificity
G-mean
BA (Balanced Accuracy)
FSCT
training protocol=retrain
2023.05
97.7
100
97.7
1
10
50.5
FSCT
2023.05
97.4
97.7
99.7
13
35.6
55.4
LeWos
Significance of Differ...
2023.05
95.3
97.7
97.5
6.9
26
52.3
LeWos
2023.05
94.7
97
97.5
6.9
25.9
52
SOUL
loss function=focal loss
2023.05
94.2
95.8
98.2
39.5
61.5
67.7
SOUL
loss function=rebalanc...
2023.05
82.6
88.4
99
63.1
74.4
75.7
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