Table 8.

Performance result comparison with different existing methods.

Model	Accuracy	F1 Score	IOU
2D UNET- VGG16 [29]	–	86.61	–
UNet with EfficientNetB7 Encoder [30]	–	–	73.76
UNET for underwater images [31]	96.66	–	–
3D U-Net-BrainTumor image [32]	–	88.53	–
AM-UNet [33]	–	–	70
3D Attention U-Net [34]	–	88.91	–
Our Method	96.78	95.25	91.12