Relation Extraction on NYT-Freebase held-out (test)
79P@100ResCNN-9
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResCNN-9selective attention=false, depth=92017.07 | 79 | 69 | 61 | 69.7 | |
| CNN+ATTselective attention=true2017.07 | 76.2 | 68.6 | 59.8 | 68.2 | |
| PCNN+ATTselective attention=true2017.07 | 76.2 | 73.1 | 67.4 | 72.2 | |
| ResCNN-13selective attention=false, depth=132017.07 | 76 | 65 | 60.3 | 67.1 | |
| CNNselective attention=false2017.07 | 64 | 61 | 55.3 | 60.1 | |
| CNN-5selective attention=false, depth=52017.07 | 64 | 58.5 | 54.3 | 58.9 | |
| ResCNN-5selective attention=false, depth=52017.07 | 57 | 57 | 54.3 | 56.1 | |
| CNN-9selective attention=false, depth=92017.07 | 56 | 54 | 49.7 | 53.2 | |
| CNN-Bselective attention=false2017.07 | 41 | 40 | 41 | 40.7 |