Friendster
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Set Ranking | Friendster (Severe) | NDCG83.96 | 60 | |
| Set Ranking | Friendster (Mild) | NDCG84.11 | 60 | |
| Set Ranking | Friendster (Overall) | NDCG84.29 | 60 | |
| Similar Set Ranking | Friendster Clean | NDCG84.45 | 60 | |
| Link Prediction | Friendster | AUC94.9 | 21 | |
| Social Network Classification | Friendster | JI83.3 | 21 | |
| Similar Set Ranking | Friendster (Severe) | Recall@134.77 | 10 | |
| Similar Set Ranking | Friendster (Mild) | Recall@135.04 | 10 | |
| Similar Set Ranking | Friendster (Overall) | Recall@135.13 | 10 | |
| Node Embedding | Friendster small | Training Time (hrs)2.79 | 2 | |
| Graph Embedding | friendster | Speedup18 | 1 | |
| Node Embedding | Friendster | Training time (hrs)20.3 | 1 |
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