Relation Extraction on BioNLP ST k<=1 2016
1,172Raw Count/ScoreSVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SVMtrain param=k ≤ 32018.10 | 1,172 | 0.234 | 0.811 | 0.363 | |
| i-biLSTMtrain param=k ≤ 32018.10 | 1,142 | 0.224 | 0.758 | 0.345 | |
| i-biLSTMtrain param=k ≤ 12018.10 | 1,101 | 0.224 | 0.73 | 0.343 | |
| graphLSTMtrain param=k ≤ 32018.10 | 1,082 | 0.23 | 0.74 | 0.351 | |
| SVMtrain param=k ≤ 22018.10 | 1,016 | 0.259 | 0.78 | 0.389 | |
| graphLSTMtrain param=k ≤ 22018.10 | 1,016 | 0.232 | 0.702 | 0.347 | |
| i-biLSTMtrain param=k=02018.10 | 998 | 0.22 | 0.652 | 0.328 | |
| graphLSTMtrain param=k=02018.10 | 993 | 0.213 | 0.632 | 0.319 | |
| graphLSTMtrain param=k ≤ 12018.10 | 974 | 0.226 | 0.657 | 0.336 | |
| i-biLSTMtrain param=k ≤ 22018.10 | 940 | 0.245 | 0.682 | 0.36 | |
| SVMtrain param=k ≤ 12018.10 | 888 | 0.284 | 0.746 | 0.411 | |
| ensembletrain param=k ≤ 12018.10 | 837 | 0.311 | 0.769 | 0.443 | |
| SVMtrain param=k=02018.10 | 821 | 0.249 | 0.606 | 0.354 | |
| iDepNN-SDPtrain param=k ≤ 32018.10 | 651 | 0.315 | 0.605 | 0.414 | |
| iDepNN-SDPtrain param=k ≤ 22018.10 | 633 | 0.319 | 0.598 | 0.416 | |
| i-biRNNtrain param=k ≤ 32018.10 | 622 | 0.324 | 0.601 | 0.422 | |
| iDepNN-SDPtrain param=k=02018.10 | 553 | 0.313 | 0.51 | 0.388 | |
| iDepNN-ADPtrain param=k ≤ 32018.10 | 541 | 0.355 | 0.568 | 0.437 | |
| iDepNN-SDPtrain param=k ≤ 12018.10 | 525 | 0.358 | 0.555 | 0.435 | |
| iDepNN-ADPtrain param=k ≤ 22018.10 | 485 | 0.365 | 0.525 | 0.431 | |
| iDepNN-ADPtrain param=k=02018.10 | 476 | 0.311 | 0.438 | 0.364 | |
| i-biRNNtrain param=k ≤ 22018.10 | 462 | 0.376 | 0.515 | 0.435 | |
| iDepNN-ADPtrain param=k ≤ 12018.10 | 428 | 0.402 | 0.509 | 0.449 | |
| i-biRNNtrain param=k=02018.10 | 425 | 0.301 | 0.378 | 0.335 | |
| i-biRNNtrain param=k ≤ 12018.10 | 405 | 0.393 | 0.469 | 0.427 |