From: ChemTables: a dataset for semantic classification on tables in chemical patents
Category | NB | SVM | TabNet | TBResNet | Table-BERT | Count |
---|---|---|---|---|---|---|
SPECT | 81.36 | 82.76 | 85.71 | 92.59 | 96.30 | 138 |
PHYS | 66.67 | 42.11 | 0.00 | 0.00 | 23.53 | 38 |
SPECT|PHYS | 64.00 | 69.23 | 78.57 | 88.00 | 84.62 | 67 |
IDE | 75.47 | 69.23 | 84.00 | 77.42 | 96.15 | 137 |
RX | 73.68 | 43.48 | 35.29 | 28.57 | 73.68 | 49 |
PHARM | 76.67 | 69.23 | 68.75 | 66.67 | 82.76 | 143 |
COMPOSITION | 75.86 | 60.61 | 62.50 | 74.07 | 74.07 | 69 |
PROPERTY | 54.55 | 37.50 | 25.00 | 0.00 | 30.00 | 35 |
OTHER | 54.90 | 45.71 | 46.81 | 40.82 | 58.54 | 118 |
Micro Avg. | 60.54 | 59.72 | 65.61 | 66.24 | 76.43 | – |