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Semantic Segmentation on Plant Point Cloud Depth maps (test)
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99.1
Stem Precision
PSegNet
84.02
87.935
91.85
95.765
May 28, 2025
Stem Precision
Stem Recall
Stem F1 Score
Stem IoU
Leaf Precision
Leaf Recall
Leaf F1 Score
Leaf IoU
Petiole Precision
Petiole Recall
Petiole F1 Score
Petiole IoU
Cotyledons Precision
Cotyledons Recall
Cotyledons F1 Score
Cotyledons IoU
Updated 2mo ago
Evaluation Results
Method
Method
Links
Stem Precision
Stem Recall
Stem F1 Score
Stem IoU
Leaf Precision
Leaf Recall
Leaf F1 Score
Leaf IoU
Petiole Precision
Petiole Recall
Petiole F1 Score
Petiole IoU
Cotyledons Precision
Cotyledons Recall
Cotyledons F1 Score
Cotyledons IoU
PSegNet
2025.05
99.1
98.9
99
98.1
96.2
99.9
98.1
96.2
98.9
54.9
70.6
54.6
99.8
98.7
99.2
98.5
PlantNet
2025.05
86.2
86.8
86.5
76.2
98.5
99.2
98.8
97.7
70.2
65.6
67.8
51.3
97.4
88.7
92.9
86.7
Ours
2025.05
84.6
84.2
84
73.2
98.4
98.6
98.5
97
57.9
54.1
54.5
38.8
96.8
94.8
95.7
92
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