Relation Extraction on MUC6 k=0 (evaluation)
96.5PrecisioniDepNN-ADP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iDepNN-ADPtrain param (k)=<= 32018.10 | 96.5 | 96.3 | 96.3 | |
| iDepNN-ADPtrain param (k)=<= 12018.10 | 96.1 | 95.5 | 95.7 | |
| iDepNN-SDPtrain param (k)=02018.10 | 95.8 | 94.8 | 95.2 | |
| iDepNN-SDPtrain param (k)=<= 32018.10 | 95.6 | 94.7 | 95.1 | |
| iDepNN-SDPtrain param (k)=<= 12018.10 | 94.9 | 94.5 | 94.6 | |
| i-biRNNtrain param (k)=<= 32018.10 | 94.4 | 93.4 | 93.8 | |
| iDepNN-ADPtrain param (k)=02018.10 | 93.3 | 92.7 | 92.9 | |
| i-biRNNtrain param (k)=<= 12018.10 | 92.5 | 93.4 | 92.7 | |
| i-biLSTMtrain param (k)=02018.10 | 91.7 | 83.7 | 87.3 | |
| graphLSTMtrain param (k)=02018.10 | 91 | 85.7 | 88 | |
| i-biRNNtrain param (k)=02018.10 | 87.5 | 85.9 | 86.4 | |
| SVMtrain param (k)=<= 32018.10 | 84 | 78.5 | 77.9 | |
| SVMtrain param (k)=<= 12018.10 | 81.5 | 77.2 | 76.9 | |
| SVMtrain param (k)=02018.10 | 79.6 | 76.5 | 76 | |
| i-biLSTMtrain param (k)=<= 12018.10 | 76 | 88 | 78 | |
| graphLSTMtrain param (k)=<= 32018.10 | 73.7 | 90.7 | 78.3 | |
| graphLSTMtrain param (k)=<= 12018.10 | 73 | 90 | 78.3 | |
| i-biLSTMtrain param (k)=<= 32018.10 | 72 | 92 | 78 |