Relation Extraction on MUC-6 k<=1 (evaluation)
93.7PrecisioniDepNN-ADP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iDepNN-ADPtrain param (k)=<= 12018.10 | 93.7 | 93.4 | 93.5 | |
| iDepNN-SDPtrain param (k)=02018.10 | 93.4 | 92.8 | 93 | |
| iDepNN-ADPtrain param (k)=<= 32018.10 | 93.3 | 93.3 | 93.1 | |
| iDepNN-SDPtrain param (k)=<= 12018.10 | 92.8 | 92.6 | 92.6 | |
| iDepNN-ADPtrain param (k)=02018.10 | 92.4 | 92 | 92.1 | |
| iDepNN-SDPtrain param (k)=<= 32018.10 | 92 | 91.6 | 91.7 | |
| i-biRNNtrain param (k)=<= 32018.10 | 90.2 | 89 | 89.5 | |
| i-biRNNtrain param (k)=<= 12018.10 | 87 | 87.2 | 86 | |
| graphLSTMtrain param (k)=02018.10 | 86.7 | 89.7 | 87 | |
| i-biLSTMtrain param (k)=02018.10 | 83.3 | 89.6 | 86.3 | |
| i-biRNNtrain param (k)=02018.10 | 82.8 | 82.2 | 82.4 | |
| SVMtrain param (k)=<= 32018.10 | 81.6 | 77.9 | 77.4 | |
| SVMtrain param (k)=<= 12018.10 | 80.8 | 76.8 | 76.4 | |
| SVMtrain param (k)=02018.10 | 77.5 | 76.2 | 75.9 | |
| graphLSTMtrain param (k)=<= 12018.10 | 72.7 | 90.7 | 77.3 | |
| graphLSTMtrain param (k)=<= 32018.10 | 70.3 | 92.7 | 77.3 | |
| i-biLSTMtrain param (k)=<= 32018.10 | 68 | 94.3 | 77 | |
| i-biLSTMtrain param (k)=<= 12018.10 | 67 | 95 | 76.7 |