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Table 4 Micro Avg. \(F_1\) scores of models with only table caption and row headers as inputs. “# of Rows” denotes the number of rows included as input for the models (\(1 =\) only the header row used as input)

From: ChemTables: a dataset for semantic classification on tables in chemical patents

Metric Micro \(F_1\) Macro \(F_1\) Weighted Avg. \(F_1\)
# of Rows 1 2 3 1 2 3 1 2 3
NB 19.24 29.40 37.21 18.08 27.88 36.56 22.33 35.12 40.73
SVM 27.20 35.72 38.88 22.17 33.10 37.18 23.47 38.78 41.65
TabNet 40.12 49.04 50.95 32.09 43.30 42.26 37.67 46.99 49.19
ResNet 37.58 42.68 44.59 26.78 32.39 34.35 33.38 40.34 42.39
Table-BERT 34.39 40.76 48.41 25.51 34.51 42.23 30.97 38.67 46.93