Table 5.
Detailed results of our method on the test set of the binary relation extraction of plant seed development task.
| Binary relation type | Precision | Recall | F1 score |
| Exists_In_Genotype | 40.59 | 32.28 | 35.96 |
| Occurs_In_Genotype | 0 | 0 | 0 |
| Exists_At_Stage | 50.00 | 10.00 | 16.67 |
| Occurs_During | 0 | 0 | 0 |
| Is_Localized_In | 38.16 | 46.77 | 42.03 |
| Is_Involved_In_Process | 0 | 0 | 0 |
| Transcribes_Or_Translates_To | 0 | 0 | 0 |
| Is_Functionally_Equivalent_To | 60.94 | 55.71 | 58.21 |
| Regulates_Accumulation | 66.67 | 25.00 | 36.36 |
| Regulates_Development_Phase | 22.86 | 41.56 | 29.49 |
| Regulates_Expression | 24.65 | 50.72 | 33.18 |
| Regulates_Molecule_Activity | 0 | 0 | 0 |
| Regulates_Process | 40.04 | 64.71 | 49.47 |
| Regulates_Tissue_Development | 0 | 0 | 0 |
| Composes_Primary_Structure | 60.00 | 37.50 | 46.15 |
| Composes_Protein_Complex | 50.00 | 66.67 | 57.14 |
| Is_Protein_Domain_Of | 26.09 | 19.35 | 22.22 |
| Is_Member_Of_Family | 27.78 | 52.33 | 36.29 |
| Has_Sequence_Identical_To | 100.00 | 47.73 | 64.62 |
| Interacts_With | 80.00 | 14.81 | 25.00 |
| Binds_To | 30.77 | 12.50 | 17.78 |
| Is_Linked_To | 0 | 0 | 0 |
| All relations | 34.75 | 42.02 | 38.04 a |
aThe final F1 score is shown in italics.