Relation Extraction on MUC-6 k<=3 (test)
94.2PrecisioniDepNN-ADP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iDepNN-ADPtrain param (k)=<= 12018.10 | 94.2 | 94 | 94 | |
| iDepNN-SDPtrain param (k)=<= 32018.10 | 93.9 | 93.8 | 93.6 | |
| iDepNN-ADPtrain param (k)=<= 32018.10 | 93.9 | 93.8 | 93.6 | |
| iDepNN-SDPtrain param (k)=02018.10 | 93.5 | 93 | 93.2 | |
| iDepNN-SDPtrain param (k)=<= 12018.10 | 93.4 | 93.2 | 93.2 | |
| iDepNN-ADPtrain param (k)=02018.10 | 93 | 92.7 | 92.7 | |
| i-biRNNtrain param (k)=<= 32018.10 | 92.6 | 92.3 | 92.4 | |
| graphLSTMtrain param (k)=02018.10 | 87 | 86.7 | 87 | |
| i-biRNNtrain param (k)=<= 12018.10 | 86.8 | 86.6 | 85.8 | |
| i-biLSTMtrain param (k)=02018.10 | 85.3 | 87 | 86.3 | |
| i-biRNNtrain param (k)=02018.10 | 83 | 82.7 | 82.7 | |
| SVMtrain param (k)=<= 32018.10 | 82.2 | 78.8 | 78.1 | |
| SVMtrain param (k)=<= 12018.10 | 80.2 | 77.5 | 77 | |
| SVMtrain param (k)=02018.10 | 79.1 | 77.9 | 77.6 | |
| graphLSTMtrain param (k)=<= 12018.10 | 73 | 91.3 | 77 | |
| graphLSTMtrain param (k)=<= 32018.10 | 71 | 92.7 | 76.7 | |
| i-biLSTMtrain param (k)=<= 32018.10 | 70 | 93.2 | 77 | |
| i-biLSTMtrain param (k)=<= 12018.10 | 69.7 | 93.7 | 77 |