Link Prediction on NELL-One (test)
18.8MRRGMatching
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GMatchingLearning Paradigm=One-shot learning, Backbone=RESCAL2018.08 | 18.8 | 30.5 | 24.3 | 13.3 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=ComplEx2018.08 | 18.5 | 31.3 | 26 | 11.9 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=TransE2018.08 | 17.1 | 25.5 | 21 | 12.2 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=DistMult2018.08 | 17.1 | 30.1 | 22.1 | 11.4 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=Random2018.08 | 15.1 | 25.2 | 18.6 | 10.3 | |
| RESCALLearning Paradigm=KG embedding baseline2018.08 | 14 | 22.9 | 18.6 | 8.9 | |
| ComplExLearning Paradigm=KG embedding baseline2018.08 | 13.1 | 22.3 | 8.6 | 8.6 | |
| DistMultLearning Paradigm=KG embedding baseline2018.08 | 10.2 | 17.7 | 12.6 | 6.6 | |
| TransELearning Paradigm=KG embedding baseline2018.08 | 9.3 | 19.2 | 14.1 | 4.3 |