Node Classification on Pubmed Uniform Noise 40%
72.2AccuracyLaT-IB
Evaluation Results
| Method | Links | |
|---|---|---|
| LaT-IBCategory=Ours2025.12 | 72.2 | |
| GIBCategory=Classic2025.12 | 62.67 | |
| CurvGIBCategory=Improved IB2025.12 | 54.97 | |
| IS-GIBCategory=Improved IB2025.12 | 53.77 | |
| RNCGLN+GIBCategory=Denoise + IB2025.12 | 53.27 | |
| GIB (L_SCE)Category=Robust Loss2025.12 | 51.87 | |
| CGNN+GIBCategory=Denoise + IB2025.12 | 48.83 | |
| GIB (L_GCE)Category=Robust Loss2025.12 | 43.47 |