Node Classification on Pubmed Pair Noise 40%
68.77AccuracyLaT-IB
Evaluation Results
| Method | Links | |
|---|---|---|
| LaT-IBCategory=Ours2025.12 | 68.77 | |
| RNCGLN+GIBCategory=Denoise + IB2025.12 | 56.77 | |
| GIBCategory=Classic2025.12 | 55.57 | |
| IS-GIBCategory=Improved IB2025.12 | 55.4 | |
| CurvGIBCategory=Improved IB2025.12 | 54.57 | |
| CGNN+GIBCategory=Denoise + IB2025.12 | 53.93 | |
| GIB (L_SCE)Category=Robust Loss2025.12 | 51.13 | |
| GIB (L_GCE)Category=Robust Loss2025.12 | 36.9 |