Co-usage Link Prediction on EO co-usage cold_start pool
0.484Hits@10BGE-base
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BGE-baseNegative sampling=1:1002026.07 | 0.484 | 0.838 | 0.272 | 0.765 | 0.051 | |
| SPECTER2Negative sampling=1:1002026.07 | 0.477 | 0.847 | 0.27 | 0.761 | 0.054 | |
| MF-SVDNegative sampling=1:1002026.07 | 0.274 | 0.503 | 0.136 | 0.538 | 0.033 | |
| AdamicAdarNegative sampling=1:1002026.07 | 0.225 | 0.576 | 0.125 | 0.562 | 0.011 | |
| CommonNeighborsNegative sampling=1:1002026.07 | 0.211 | 0.566 | 0.123 | 0.557 | 0.011 | |
| PopularityNegative sampling=1:1002026.07 | 0.064 | 0.297 | 0.035 | 0.371 | 0.007 |