Node Classification on tolokers RL 2
61.6AccuracyG2T-LimiX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| G2T-LimiXEvaluation Protocol=In-Context Learning (ICL)2025.08 | 61.6 | — | |
| G2T-TabPFNv2.5Evaluation Protocol=In-Context Learning (ICL)2025.08 | 61.21 | — | |
| G2T-TabPFNv2Evaluation Protocol=In-Context Learning (ICL)2025.08 | 60.39 | — | |
| G2T-LimiXEvaluation Protocol=Fine-Tuning (FT)2025.08 | 59.75 | — | |
| G2T-TabPFNv2Evaluation Protocol=Fine-Tuning (FT)2025.08 | 57.54 | — | |
| GAT2025.08 | 57.41 | — | |
| GT2025.08 | 56.98 | — | |
| LightGBM-NFA2025.08 | 56.34 | — | |
| GCN2025.08 | 56.27 | — | |
| GraphSAGE2025.08 | 54.43 | — | |
| OpenGraphEvaluation Protocol=In-Context Learning (ICL)2025.08 | 40.38 | — | |
| TS-GNNEvaluation Protocol=In-Context Learning (ICL)2025.08 | 38.54 | — | |
| SAMGPTEvaluation Protocol=Fine-Tuning (FT)2025.08 | 36.93 | — | |
| MDGFMEvaluation Protocol=Fine-Tuning (FT)2025.08 | 31.97 | — | |
| GCOPEEvaluation Protocol=Fine-Tuning (FT)2025.08 | 28.81 | — | |
| AnyGraphEvaluation Protocol=In-Context Learning (ICL)2025.08 | 28.75 | — |