Node Classification on artnet-exp (RL split)
0.5039AccuracyG2T-LimiX
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| G2T-LimiXEvaluation Protocol=Fine-Tuning (FT)2025.08 | 0.5039 | — | |
| G2T-TabPFNv2.5Evaluation Protocol=In-Context Learning (ICL)2025.08 | 0.4933 | — | |
| G2T-LimiXEvaluation Protocol=In-Context Learning (ICL)2025.08 | 0.4842 | — | |
| G2T-TabPFNv2Evaluation Protocol=Fine-Tuning (FT)2025.08 | 0.4753 | — | |
| GT2025.08 | 0.4641 | — | |
| LightGBM-NFA2025.08 | 0.4613 | — | |
| G2T-TabPFNv2Evaluation Protocol=In-Context Learning (ICL)2025.08 | 0.4573 | — | |
| GraphSAGE2025.08 | 0.4514 | — | |
| GAT2025.08 | 0.4506 | — | |
| GCN2025.08 | 0.4486 | — | |
| TS-GNNEvaluation Protocol=In-Context Learning (ICL)2025.08 | 0.2044 | — | |
| MDGFMEvaluation Protocol=Fine-Tuning (FT)2025.08 | 0.1699 | — | |
| SAMGPTEvaluation Protocol=Fine-Tuning (FT)2025.08 | 0.162 | — | |
| OpenGraphEvaluation Protocol=In-Context Learning (ICL)2025.08 | 0.1516 | — | |
| GCOPEEvaluation Protocol=Fine-Tuning (FT)2025.08 | 0.1492 | — | |
| AnyGraphEvaluation Protocol=In-Context Learning (ICL)2025.08 | 0.1284 | — |