Relation Extraction on BioNLP ST k<=3 2016
2,191PR ScoregraphLSTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| graphLSTMtrain param=k=02018.10 | 2,191 | 12.1 | 81.4 | 21.8 | |
| graphLSTMtrain param=k ≤ 12018.10 | 2,177 | 12.6 | 81.3 | 21.8 | |
| i-biLSTMtrain param=k ≤ 22018.10 | 2,146 | 12.8 | 81.6 | 22.2 | |
| graphLSTMtrain param=k ≤ 32018.10 | 2,126 | 12.4 | 78.7 | 21.4 | |
| i-biLSTMtrain param=k ≤ 32018.10 | 2,091 | 12.8 | 80 | 22.3 | |
| i-biLSTMtrain param=k ≤ 12018.10 | 1,969 | 13.2 | 77.2 | 22.6 | |
| SVMtrain param=k ≤ 32018.10 | 1,874 | 16.2 | 89.7 | 27.5 | |
| graphLSTMtrain param=k ≤ 22018.10 | 1,758 | 13.6 | 71.7 | 23 | |
| i-biLSTMtrain param=k=02018.10 | 1,637 | 13.2 | 64 | 21.9 | |
| SVMtrain param=k=02018.10 | 1,517 | 15.3 | 68.4 | 25 | |
| SVMtrain param=k ≤ 22018.10 | 1,418 | 19.9 | 83.4 | 32.1 | |
| SVMtrain param=k ≤ 12018.10 | 1,196 | 22.1 | 77.9 | 34.4 | |
| ensembletrain param=k ≤ 12018.10 | 1,074 | 25.2 | 79.7 | 38.2 | |
| iDepNN-SDPtrain param=k ≤ 22018.10 | 941 | 22.8 | 63.3 | 33.5 | |
| iDepNN-SDPtrain param=k ≤ 32018.10 | 928 | 22.7 | 62.2 | 33.3 | |
| iDepNN-SDPtrain param=k=02018.10 | 832 | 20.9 | 51.6 | 29.8 | |
| iDepNN-SDPtrain param=k ≤ 12018.10 | 724 | 26.5 | 56.8 | 36.2 | |
| iDepNN-ADPtrain param=k ≤ 32018.10 | 687 | 30 | 60.1 | 40.1 | |
| iDepNN-ADPtrain param=k=02018.10 | 669 | 22.6 | 44.7 | 30 | |
| i-biRNNtrain param=k ≤ 32018.10 | 655 | 31.1 | 60.7 | 41 | |
| iDepNN-ADPtrain param=k ≤ 22018.10 | 603 | 30.2 | 54 | 38.7 | |
| i-biRNNtrain param=k ≤ 22018.10 | 601 | 29.6 | 52.5 | 37.8 | |
| i-biRNNtrain param=k=02018.10 | 570 | 23.9 | 40.1 | 29.9 | |
| iDepNN-ADPtrain param=k ≤ 12018.10 | 517 | 34.1 | 52.1 | 41.2 | |
| i-biRNNtrain param=k ≤ 12018.10 | 433 | 36.9 | 47.2 | 41.4 |