Node Classification on questions (10%/10%/80% split)
22.76APGraphPFN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GraphPFNEvaluation Protocol=FT, Ensembling=true2025.09 | 22.76 | 1.6 | |
| GraphPFNEvaluation Protocol=FT2025.09 | 21.85 | 4 | |
| G2T-LimiXEvaluation Protocol=FT, Ensembling=true2025.09 | 20.83 | 2.6 | |
| GraphPFNEvaluation Protocol=ICL, Ensembling=true2025.09 | 20.79 | 6.4 | |
| G2T-LimiXEvaluation Protocol=FT2025.09 | 20.16 | 6 | |
| GraphPFNEvaluation Protocol=ICL2025.09 | 18.27 | 10 | |
| GAT2025.09 | 16.75 | 9.2 | |
| GraphSAGE2025.09 | 16.55 | 11.6 | |
| TAG-LimiXEvaluation Protocol=ICL, Ensembling=true2025.09 | 15.53 | 5.8 | |
| G2T-LimiXEvaluation Protocol=ICL, Ensembling=true2025.09 | 15.46 | 8.8 | |
| GCN2025.09 | 15.42 | 11.4 | |
| G2T-LimiXEvaluation Protocol=ICL2025.09 | 15.32 | 10.2 | |
| TAG-TabPFNv2Evaluation Protocol=ICL, Ensembling=true2025.09 | 15.07 | 7.6 | |
| GT2025.09 | 14.03 | 10.4 | |
| GCOPEEvaluation Protocol=FT2025.09 | 6.59 | 15.6 | |
| TS-GNNEvaluation Protocol=ICL2025.09 | 5 | 15.6 | |
| AnyGraphEvaluation Protocol=ICL2025.09 | 4.27 | 17 | |
| OpenGraphEvaluation Protocol=ICL2025.09 | 3.77 | 16.8 |