Fine-Grained Entity Typing on Wiki (test)
58.9AccuracyPLE
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PLE2016.02 | 58.9 | 84 | 67.5 | 74.9 | 83.3 | 70.5 | 76.3 | |
| PLE-CoHvariant=cohesion only2016.02 | 56.8 | 80.5 | 67.1 | 73.2 | 80.8 | 70.4 | 75.2 | |
| PLE-NoCovariant=no correlation2016.02 | 55.6 | 79.5 | 67.8 | 73.2 | 80.4 | 66.8 | 73 | |
| PTE-Rawtraining=raw labels2016.02 | 41.9 | 67.8 | 59.7 | 63.5 | 68.6 | 60.7 | 64.4 | |
| Raw2016.02 | 37.3 | 55.8 | 68.1 | 61.4 | 52.1 | 71.9 | 60.5 | |
| Sib2016.02 | 37.3 | 58.3 | 63.6 | 60.8 | 57.8 | 65.3 | 61.3 | |
| Min2016.02 | 37.3 | 56.1 | 67.9 | 61.5 | 52.4 | 71.7 | 60.6 | |
| All2016.02 | 37.3 | 58.5 | 63.4 | 60.8 | 58.1 | 65.1 | 61.4 | |
| LINE-Rawtraining=raw labels2016.02 | 34.9 | 60 | 59.6 | 59.8 | 59 | 61 | 60 | |
| WSABIE-Rawtraining=raw labels2016.02 | 33.2 | 55.4 | 60.9 | 58 | 55.7 | 63.3 | 59.2 | |
| DeepWalk-Rawtraining=raw labels2016.02 | 32.8 | 59.8 | 45.9 | 51.9 | 59.5 | 36.7 | 45.4 |