Node Classification on Pubmed Pair Noise 10%
75.63AccuracyLaT-IB
Evaluation Results
| Method | Links | |
|---|---|---|
| LaT-IBCategory=Ours2025.12 | 75.63 | |
| RNCGLN+GIBCategory=Denoise + IB2025.12 | 69.9 | |
| GIB (L_SCE)Category=Robust Loss2025.12 | 69.3 | |
| GIBCategory=Classic2025.12 | 68.67 | |
| IS-GIBCategory=Improved IB2025.12 | 64.83 | |
| CurvGIBCategory=Improved IB2025.12 | 59.97 | |
| CGNN+GIBCategory=Denoise + IB2025.12 | 59.03 | |
| GIB (L_GCE)Category=Robust Loss2025.12 | 50.93 |