Table 4 Comparison of model performance for the classification of 12 species of standard images

From: Inferring ancient from modern: a deep learning approach for species identification of archaeological wood

Model

Eval Image Size

Param (M)

Top-1 Acc. (%)

ResNet-5043

224

25.6

90.28

ViT-Base52

224

86.6

92.47

Ours

640

42.7

94.20

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