Node Classification on facebook (10%/10%/80% split)
93.94AccuracyGraphPFN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GraphPFNEvaluation Protocol=FT, Ensembling=true2025.09 | 93.94 | 1.6 | |
| TAG-TabPFNv2Evaluation Protocol=ICL, Ensembling=true2025.09 | 93.11 | 7.6 | |
| GraphPFNEvaluation Protocol=FT2025.09 | 92.91 | 4 | |
| TAG-LimiXEvaluation Protocol=ICL, Ensembling=true2025.09 | 92.85 | 5.8 | |
| GAT2025.09 | 92.61 | 9.2 | |
| G2T-LimiXEvaluation Protocol=FT, Ensembling=true2025.09 | 92.53 | 2.6 | |
| G2T-LimiXEvaluation Protocol=FT2025.09 | 92.17 | 6 | |
| GT2025.09 | 91.71 | 10.4 | |
| GraphPFNEvaluation Protocol=ICL, Ensembling=true2025.09 | 91.7 | 6.4 | |
| G2T-LimiXEvaluation Protocol=ICL, Ensembling=true2025.09 | 91.66 | 8.8 | |
| G2T-LimiXEvaluation Protocol=ICL2025.09 | 91.3 | 10.2 | |
| GCN2025.09 | 91.26 | 11.4 | |
| GraphSAGE2025.09 | 91.12 | 11.6 | |
| GraphPFNEvaluation Protocol=ICL2025.09 | 90.44 | 10 | |
| GCOPEEvaluation Protocol=FT2025.09 | 85.08 | 15.6 | |
| TS-GNNEvaluation Protocol=ICL2025.09 | 77.87 | 15.6 | |
| OpenGraphEvaluation Protocol=ICL2025.09 | 75.27 | 16.8 | |
| AnyGraphEvaluation Protocol=ICL2025.09 | 61.17 | 17 |