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. 2024 Dec 4;17(23):5942. doi: 10.3390/ma17235942

Table 2.

Comparison of segmentation performance for different methods.

Model Detection Results Training Time F1/%
mIoU mPA Precision Recall
CA-DeepLabv3+ 0.907 0.952 0.9488 0.9520 44h 95.1
DeepLabv3+ 0.886 0.943 0.9352 0.9427 30h 93.9
UNet 0.722 0.777 0.8430 0.7775 26h 80.9
PSPNet 0.668 0.735 0.7703 0.7338 15h 71.5