Link Prediction on NELL-One (val)
0.168MRRGMatching
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GMatchingLearning Paradigm=One-shot learning, Backbone=TransE2018.08 | 0.168 | 0.293 | 0.239 | 0.103 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=RESCAL2018.08 | 0.144 | 0.277 | 0.216 | 0.087 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=ComplEx2018.08 | 0.132 | 0.308 | 0.232 | 0.049 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=DistMult2018.08 | 0.119 | 0.238 | 0.183 | 0.054 | |
| GMatchingLearning Paradigm=One-shot learning, Backbone=Random2018.08 | 0.083 | 0.211 | 0.135 | 0.024 | |
| TransELearning Paradigm=KG embedding baseline2018.08 | 0.082 | 0.177 | 0.126 | 0.032 | |
| DistMultLearning Paradigm=KG embedding baseline2018.08 | 0.075 | 0.128 | 0.093 | 0.045 | |
| ComplExLearning Paradigm=KG embedding baseline2018.08 | 0.072 | 0.128 | 0.041 | 0.041 | |
| RESCALLearning Paradigm=KG embedding baseline2018.08 | 0.071 | 0.1 | 0.082 | 0.048 |