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. 2024 Jan 25;10:e1751. doi: 10.7717/peerj-cs.1751

Table 4. Table of model complexity comparison, Giga FLOPs represents one billion floating-point operations per second.

Giga FLOPs Params
U-Net 124.30 13,404,354
AttentionU-Net 266.29 34,894,262
UNet3Plus 792.22 26,987,714
UNetPlusPlus 119.66 8,368,872
U2-Net 150.69 44,052,518
SEU2-Net (Ours) 150.69 44,053,702
DDRNet _23 17.93 20,184,130
DNLNet 209.67 50,069,093
GSCNN 192.68 39,460,763

Notes.

Bold styling indicates the maximum or highest values.