Node Classification on Pubmed Uniform Noise 10%
74.9AccuracyLaT-IB
Evaluation Results
| Method | Links | |
|---|---|---|
| LaT-IBCategory=Ours2025.12 | 74.9 | |
| GIBCategory=Classic2025.12 | 70.5 | |
| GIB (L_SCE)Category=Robust Loss2025.12 | 70.17 | |
| IS-GIBCategory=Improved IB2025.12 | 69.97 | |
| RNCGLN+GIBCategory=Denoise + IB2025.12 | 69.5 | |
| CGNN+GIBCategory=Denoise + IB2025.12 | 68.97 | |
| GIB (L_GCE)Category=Robust Loss2025.12 | 67.43 | |
| CurvGIBCategory=Improved IB2025.12 | 65.67 |