Table 4 Comparison of EfficientNet variants.

From: Brain tumor segmentation using multi-scale attention U-Net with EfficientNetB4 encoder for enhanced MRI analysis

Model

Dice

IoU

Precision

Recall

Specificity

EfficientNet B0

0.9127

0.8476

0.9756

0.8683

0.9998

EfficientNet B1

0.9026

0.8419

0.9738

0.8645

0.9997

EfficientNet B2

0.9289

0.8725

0.9705

0.8983

0.9997

EfficientNet B3

0.8968

0.8222

0.9864

0.8327

0.9999

EfficientNet B4

0.9339

0.8795

0.9657

0.9103

0.9996

EfficientNet B5

0.8806

0.8212

0.9647

0.8498

0.9996

EfficientNet B6

0.9327

0.8778

0.9671

0.9063

0.9997

EfficientNet B7

0.9171

0.8120

0.9817

0.8664

0.9998

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