Node Classification on amazon-ratings 10%/10%/80%
46.05Average PrecisionG2T-LimiX
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| G2T-LimiXEvaluation Protocol=FT, Ensembling=true2025.09 | 46.05 | 2.6 | |
| GraphPFNEvaluation Protocol=FT, Ensembling=true2025.09 | 45.89 | 1.6 | |
| GraphPFNEvaluation Protocol=FT2025.09 | 45.34 | 4 | |
| TAG-LimiXEvaluation Protocol=ICL, Ensembling=true2025.09 | 44.89 | 5.8 | |
| G2T-LimiXEvaluation Protocol=ICL, Ensembling=true2025.09 | 44.65 | 8.8 | |
| GraphPFNEvaluation Protocol=ICL, Ensembling=true2025.09 | 44.52 | 6.4 | |
| G2T-LimiXEvaluation Protocol=ICL2025.09 | 44.2 | 10.2 | |
| G2T-LimiXEvaluation Protocol=FT2025.09 | 44 | 6 | |
| TAG-TabPFNv2Evaluation Protocol=ICL, Ensembling=true2025.09 | 43.97 | 7.6 | |
| TS-GNNEvaluation Protocol=ICL2025.09 | 43 | 15.6 | |
| GraphPFNEvaluation Protocol=ICL2025.09 | 42.09 | 10 | |
| GT2025.09 | 41.56 | 10.4 | |
| GCN2025.09 | 41.43 | 11.4 | |
| GAT2025.09 | 40.67 | 9.2 | |
| GraphSAGE2025.09 | 40.07 | 11.6 | |
| GCOPEEvaluation Protocol=FT2025.09 | 39.9 | 15.6 | |
| AnyGraphEvaluation Protocol=ICL2025.09 | 33.49 | 17 | |
| OpenGraphEvaluation Protocol=ICL2025.09 | 29.36 | 16.8 |