Node Classification on Flickr (Accuracy, Average Rank)
53.2AccuracyMaskGAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MaskGAEMethod Category=Gen2025.12 | 53.2 | 9.5 | |
| BGRLMethod Category=CL2025.12 | 53.1 | 8.4 | |
| DGIMethod Category=CL2025.12 | 51.8 | 11.7 | |
| GraphMAEMethod Category=Gen2025.12 | 51.7 | 9.7 | |
| MVGRLMethod Category=CL2025.12 | 51.6 | 12.1 | |
| FUELMethod Category=Proposed2025.12 | 51.1 | 2.4 | |
| w/o Step 2Method Category=Variants2025.12 | 51 | 8.6 | |
| w/o Step 1Method Category=Variants2025.12 | 50.8 | 8.3 | |
| w/o ExpMethod Category=Variants2025.12 | 50.7 | 6.1 | |
| w/o SKMethod Category=Variants2025.12 | 50.4 | 5.5 | |
| Naive XMethod Category=Naive2025.12 | 49.9 | 14 |