Node Classification on Pubmed Pair Noise 30%
70.07AccuracyLaT-IB
Evaluation Results
| Method | Links | |
|---|---|---|
| LaT-IBCategory=Ours2025.12 | 70.07 | |
| CGNN+GIBCategory=Denoise + IB2025.12 | 68.5 | |
| GIBCategory=Classic2025.12 | 67.53 | |
| CurvGIBCategory=Improved IB2025.12 | 66.63 | |
| RNCGLN+GIBCategory=Denoise + IB2025.12 | 66.47 | |
| GIB (L_SCE)Category=Robust Loss2025.12 | 65.13 | |
| IS-GIBCategory=Improved IB2025.12 | 62.5 | |
| GIB (L_GCE)Category=Robust Loss2025.12 | 62.37 |