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. 2025 Oct 9;15:35345. doi: 10.1038/s41598-025-19352-5

Table 8.

Computational efficiency comparison of various models showing FLOPs and GPU memory usage in millions (M).

Method FLOPs (M) GPU (M)
CNN 18.41 1712
Transformer 19.21 1720
SVM 19.32 1772
KNN 18.71 1672
HybridSN 18.38 2820
2D-CAE 19.17 1110
ATANNF-IDRCC 11.00 924