Relation Extraction on BioNLP ST 2016 (k=0)
507Relation CountSVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SVMtrain param=k ≤ 32018.10 | 507 | 45.8 | 68.6 | 54.9 | |
| SVMtrain param=k ≤ 22018.10 | 495 | 46.1 | 67.5 | 54.7 | |
| i-biLSTMtrain param=k=02018.10 | 480 | 47.5 | 67.4 | 55.6 | |
| ensembletrain param=k ≤ 12018.10 | 480 | 47.8 | 68 | 56.1 | |
| graphLSTMtrain param=k=02018.10 | 473 | 47.2 | 66.8 | 55.4 | |
| SVMtrain param=k ≤ 12018.10 | 471 | 46.4 | 64.5 | 54 | |
| graphLSTMtrain param=k ≤ 22018.10 | 442 | 48.5 | 63.7 | 55.1 | |
| graphLSTMtrain param=k ≤ 32018.10 | 429 | 49.1 | 62.4 | 55 | |
| i-biLSTMtrain param=k ≤ 12018.10 | 417 | 50.5 | 62.8 | 55.6 | |
| i-biLSTMtrain param=k ≤ 32018.10 | 417 | 47.8 | 58.2 | 52.6 | |
| graphLSTMtrain param=k ≤ 12018.10 | 406 | 50.2 | 60.7 | 54.8 | |
| i-biRNNtrain param=k ≤ 32018.10 | 405 | 46.4 | 55.9 | 50.7 | |
| i-biLSTMtrain param=k ≤ 22018.10 | 404 | 48.7 | 58.2 | 53.1 | |
| i-biRNNtrain param=k ≤ 12018.10 | 376 | 48.9 | 54.4 | 51.5 | |
| SVMtrain param=k=02018.10 | 363 | 47.4 | 51.2 | 49.2 | |
| iDepNN-SDPtrain param=k ≤ 32018.10 | 351 | 53.3 | 55.2 | 54.2 | |
| iDepNN-SDPtrain param=k ≤ 22018.10 | 335 | 53.7 | 53.1 | 53.4 | |
| iDepNN-ADPtrain param=k ≤ 32018.10 | 313 | 55.3 | 51.2 | 53.2 | |
| iDepNN-ADPtrain param=k ≤ 22018.10 | 309 | 53.8 | 49.3 | 51.4 | |
| iDepNN-SDPtrain param=k ≤ 12018.10 | 303 | 56.1 | 50.3 | 53.1 | |
| iDepNN-SDPtrain param=k=02018.10 | 297 | 51.9 | 45.7 | 48.6 | |
| iDepNN-ADPtrain param=k ≤ 12018.10 | 292 | 57 | 49.1 | 52.7 | |
| i-biRNNtrain param=k ≤ 22018.10 | 288 | 56.6 | 48.2 | 52.1 | |
| i-biRNNtrain param=k=02018.10 | 286 | 51.7 | 43.7 | 47.4 | |
| iDepNN-ADPtrain param=k=02018.10 | 266 | 52.6 | 41.4 | 46.7 |