| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DBLP | GRAN | GFDL118.35 | 29 | 1d ago | |
| YouTube | GraphMaker | GFDL1 Score7.97 | 29 | 1d ago | |
| PolBlogs | SyNG-D | GFDL1 Score0.72 | 29 | 1d ago | |
| Yelp | GraphMaker | GFDL1 Link Prediction Accuracy5.17 | 25 | 1d ago | |
| YouTube | SyNG-D | Eigenvalue MMD0.38 | 14 | 1d ago | |
| PolBlogs | SyNG-D(MLP) | Triangle Similarity (MMD)0.59 | 11 | 1d ago | |
| DBLP | Transitivity8 | 11 | 1d ago | ||
| YouTube | VGAE | Link Prediction Accuracy Ratio100 | 10 | 1d ago | |
| DBLP | VGAE | Link Prediction Accuracy100 | 10 | 1d ago | |
| Yelp friendship network | Triangle Ratio (10^-4)9.35 | 9 | 1d ago | ||
| YouTube | GRAN | Orbit57.7 | 5 | 1d ago | |
| DBLP | GRAN | Orbit1.425 | 5 | 1d ago | |
| PolBlogs | GRAN | Orbit0.29 | 5 | 1d ago | |
| Sparse Simulated Networks n=500, r=4 | EDGE | Triangle RMSE2.3 | 5 | 1d ago | |
| Sparse Simulated Networks n=500, r=3 | EDGE | Triangle RMSE2.81 | 5 | 1d ago | |
| Sparse Simulated Networks n=500, r=2 | EDGE | Triangle RMSE2.8 | 5 | 1d ago | |
| DBLP | SyNG-R | Triangle Density Error1.43 | 4 | 1d ago | |
| PolBlogs | ILE | Triangle Density Error0.02 | 4 | 1d ago | |
| YouTube | SyNG-D | Triangle Density Error0.97 | 3 | 1d ago | |
| Simulated sparse networks n=1500, r=4 | SyNG-D | Triangle RMSE0.63 | 3 | 1d ago | |
| Simulated sparse networks n=500, r=2 | SyNG-D | Triangle RMSE4.6 | 3 | 1d ago |
