Node Classification on wikiCS (Accuracy and Average Precision)
83.38AccuracyG2T-LimiX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| G2T-LimiXEvaluation Protocol=FT2025.08 | 83.38 | — | |
| GT2025.08 | 82.54 | — | |
| GAT2025.08 | 82.25 | — | |
| GCN2025.08 | 81.74 | — | |
| G2T-TabPFNv2.5Evaluation Protocol=ICL2025.08 | 81.68 | — | |
| GraphSAGE2025.08 | 81.5 | — | |
| G2T-TabPFNv2Evaluation Protocol=FT2025.08 | 81.46 | — | |
| G2T-LimiXEvaluation Protocol=ICL2025.08 | 80.93 | — | |
| G2T-TabPFNv2Evaluation Protocol=ICL2025.08 | 80.09 | — | |
| OpenGraphEvaluation Protocol=ICL2025.08 | 75.66 | — | |
| AnyGraphEvaluation Protocol=ICL2025.08 | 65.17 | — | |
| SAMGPTEvaluation Protocol=FT2025.08 | 63.82 | — | |
| GCOPEEvaluation Protocol=FT2025.08 | 59.13 | — | |
| MDGFMEvaluation Protocol=FT2025.08 | 58.71 | — | |
| TS-GNNEvaluation Protocol=ICL2025.08 | 46.25 | — |