Node Classification on Pubmed Uniform Noise 30%
70.5AccuracyLaT-IB
Evaluation Results
| Method | Links | |
|---|---|---|
| LaT-IBCategory=Ours2025.12 | 70.5 | |
| CGNN+GIBCategory=Denoise + IB2025.12 | 64.93 | |
| GIBCategory=Classic2025.12 | 63.9 | |
| GIB (L_SCE)Category=Robust Loss2025.12 | 62.9 | |
| RNCGLN+GIBCategory=Denoise + IB2025.12 | 62.83 | |
| IS-GIBCategory=Improved IB2025.12 | 59.77 | |
| CurvGIBCategory=Improved IB2025.12 | 54 | |
| GIB (L_GCE)Category=Robust Loss2025.12 | 47.8 |