Relation Classification on SemEval-2010 Task 8 original (test)
86.1F1 ScoreDRNNs
Evaluation results
| Method | Links | |
|---|---|---|
| DRNNsModel Category=SDP-based Model2019.01 | 86.1 | |
| Attention-CNNModel Category=End-to-End Model, Lexical Features=POS, WordNet (WN), Words Around Nominals (WAN)2019.01 | 85.9 | |
| depLCNN+NSModel Category=SDP-based Model2019.01 | 85.6 | |
| Bidirectional LSTM with Entity-aware Attention and Latent Entity TypingModel Category=End-to-End Model, Latent Entity Typing=true2019.01 | 85.2 | |
| Bidirectional LSTM with Entity-aware AttentionModel Category=End-to-End Model, Latent Entity Typing=false2019.01 | 84.7 | |
| Attention-CNNModel Category=End-to-End Model2019.01 | 84.3 | |
| BLSTMModel Category=End-to-End Model, Features=Position Features (PF), POS, NER, Dependency features (DEP), WordNet (WN)2019.01 | 84.3 | |
| Hier-BLSTMModel Category=End-to-End Model2019.01 | 84.3 | |
| CR-CNNModel Category=End-to-End Model2019.01 | 84.1 | |
| Attention-BLSTMModel Category=End-to-End Model2019.01 | 84 | |
| SDP-LSTMModel Category=SDP-based Model2019.01 | 83.7 | |
| DepNNModel Category=SDP-based Model2019.01 | 83.6 | |
| FCMModel Category=SDP-based Model2019.01 | 83 | |
| CNNModel Category=End-to-End Model2019.01 | 82.7 | |
| BLSTMModel Category=End-to-End Model2019.01 | 82.7 | |
| MVRNNModel Category=SDP-based Model2019.01 | 82.4 | |
| SVMModel Category=Non-Neural Model2019.01 | 82.2 |