Plant Phenomics / 2022 / Article / Tab 8

Research Article

PSegNet: Simultaneous Semantic and Instance Segmentation for Point Clouds of Plants

Table 8

The ablation analysis of PSegNet on instance segmentation. The check mark stands for the use of a module. The best quantitative values are shown in bold. The sign “” means the partial ablation of DNFEB.

VerVFPSDNFEBDGFFMMATobacco leafTomato leafSorghum leafMean
SACA

mPrec (%)A186.9888.6077.5384.37
A286.4490.5082.2886.41
A390.0088.0779.9886.02
A487.9389.0277.7884.91
A564.1976.2338.7359.72
A689.5489.0879.7286.11
A787.8388.1983.6486.55
C87.8089.9286.6888.13

mRec (%)A173.6579.2381.2978.06
A274.5777.4479.3177.11
A373.0979.4180.3077.60
A473.1277.7277.1375.99
A543.1641.1836.7340.36
A670.5074.8878.4274.60
A775.4677.8380.0077.76
C77.0978.6282.1379.28

mCov (%)A176.7385.0682.4981.43
A278.8784.3481.8081.67
A375.3885.3483.1181.28
A477.2784.2081.7581.07
A544.5058.1042.0948.23
A674.8382.5181.6179.65
A777.5184.5781.2181.10
C80.8884.8984.2783.35

mWCov (%)A187.7290.2486.3188.09
A289.7789.7886.0088.52
A386.8590.0686.4887.80
A487.9289.6085.3287.61
A564.0471.8649.1761.69
A684.2988.6485.6786.20
A787.6789.5284.4787.22
C90.7290.4587.4689.54