Relation Extraction on BioNLP ST k<=2 2016
1,690PR Scorei-biLSTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| i-biLSTMtrain param=k ≤ 12018.10 | 1,690 | 16.2 | 81.8 | 27.3 | |
| graphLSTMtrain param=k ≤ 32018.10 | 1,673 | 16.7 | 83.3 | 28 | |
| SVMtrain param=k ≤ 32018.10 | 1,629 | 18.6 | 89.4 | 30.8 | |
| graphLSTMtrain param=k ≤ 12018.10 | 1,503 | 16.5 | 73.2 | 26.8 | |
| i-biLSTMtrain param=k=02018.10 | 1,376 | 16.5 | 66.8 | 26.5 | |
| graphLSTMtrain param=k=02018.10 | 1,345 | 16.6 | 66 | 26.6 | |
| graphLSTMtrain param=k ≤ 22018.10 | 1,334 | 18.2 | 72.3 | 29.2 | |
| SVMtrain param=k ≤ 22018.10 | 1,296 | 21.8 | 83.4 | 34.5 | |
| i-biLSTMtrain param=k ≤ 32018.10 | 1,218 | 16.2 | 83.3 | 27.3 | |
| SVMtrain param=k=02018.10 | 1,212 | 19.9 | 67.8 | 30.6 | |
| i-biLSTMtrain param=k ≤ 22018.10 | 1,205 | 18.5 | 66.1 | 28.9 | |
| SVMtrain param=k ≤ 12018.10 | 1,109 | 23.8 | 77.9 | 36.5 | |
| ensembletrain param=k ≤ 12018.10 | 1,003 | 26.8 | 79.4 | 40.1 | |
| i-biRNNtrain param=k ≤ 32018.10 | 842 | 25.1 | 62.2 | 35.7 | |
| iDepNN-SDPtrain param=k ≤ 32018.10 | 842 | 25.1 | 62.2 | 35.7 | |
| iDepNN-SDPtrain param=k ≤ 22018.10 | 832 | 25.8 | 63.4 | 36.7 | |
| iDepNN-SDPtrain param=k=02018.10 | 729 | 24 | 51.8 | 32.8 | |
| iDepNN-SDPtrain param=k ≤ 12018.10 | 660 | 29.2 | 56.9 | 38.7 | |
| iDepNN-ADPtrain param=k ≤ 32018.10 | 654 | 31.5 | 60.1 | 41.5 | |
| iDepNN-ADPtrain param=k=02018.10 | 607 | 25.1 | 44.7 | 32 | |
| iDepNN-ADPtrain param=k ≤ 22018.10 | 572 | 32 | 54.2 | 40.2 | |
| i-biRNNtrain param=k ≤ 22018.10 | 556 | 31.8 | 52.4 | 39.6 | |
| i-biRNNtrain param=k=02018.10 | 540 | 24.9 | 39.8 | 30.7 | |
| iDepNN-ADPtrain param=k ≤ 12018.10 | 497 | 35.6 | 52.2 | 42.3 | |
| i-biRNNtrain param=k ≤ 12018.10 | 406 | 39.1 | 46.9 | 42.6 |