Knowledge Graph Reasoning on WN18 ptb_rate=0.7 (test)
0.247MRRnPUGraph
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| nPUGraphptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.247 | 30.3 | 25.7 | 20.9 | |
| CompGCNptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.212 | 26.2 | 22.9 | 18.3 | |
| ComplExptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.202 | 24.3 | 21.9 | 17.8 | |
| SANSptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.202 | 25.4 | 22.2 | 17.1 | |
| RotatEptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.192 | 25 | 21.2 | 15.9 | |
| DistMultptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.181 | 24 | 21.1 | 14.3 | |
| RGCNptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.145 | 21.5 | 19.1 | 13.5 | |
| TransEptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.114 | 22.9 | 19.9 | 2 | |
| PUDAptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.109 | 17.1 | 12.7 | 7.7 | |
| UKGEptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.099 | 17.6 | 15.3 | 11.6 | |
| TransRptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.096 | 20.7 | 16.7 | 1.6 | |
| NSCachingptb_rate=0.7, evaluation_protocol=average of 5 runs2023.06 | 0.057 | 8.5 | 6.2 | 4.1 |