Co-usage Link-Prediction on EO co-usage all pool
0.413Hits@10SPECTER2
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SPECTER2Negative sampling=1:1002026.07 | 0.413 | 0.832 | 0.215 | 0.744 | 0.04 | |
| BGE-baseNegative sampling=1:1002026.07 | 0.394 | 0.802 | 0.21 | 0.727 | 0.038 | |
| AdamicAdarNegative sampling=1:1002026.07 | 0.355 | 0.763 | 0.19 | 0.691 | 0.035 | |
| CommonNeighborsNegative sampling=1:1002026.07 | 0.349 | 0.768 | 0.183 | 0.687 | 0.034 | |
| MF-SVDNegative sampling=1:1002026.07 | 0.192 | 0.433 | 0.101 | 0.491 | 0.022 | |
| PopularityNegative sampling=1:1002026.07 | 0.14 | 0.562 | 0.07 | 0.542 | 0.012 |