Binary Classification on artnet-exp (RL Random Low)
0.5197APGraphPFN
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphPFNEvaluation Protocol=FT, Ensemble=true2025.09 | 0.5197 | |
| GraphPFNEvaluation Protocol=ICL, Ensemble=true2025.09 | 0.5149 | |
| GraphPFNEvaluation Protocol=ICL2025.09 | 0.5085 | |
| GraphPFNEvaluation Protocol=FT2025.09 | 0.5064 | |
| TAG-LimiXEvaluation Protocol=ICL, Ensemble=true2025.09 | 0.5019 | |
| G2T-LimiXEvaluation Protocol=FT, Ensemble=true2025.09 | 0.4996 | |
| G2T-LimiXEvaluation Protocol=FT2025.09 | 0.4989 | |
| G2T-LimiXEvaluation Protocol=ICL, Ensemble=true2025.09 | 0.4852 | |
| G2T-LimiXEvaluation Protocol=ICL2025.09 | 0.4844 | |
| TAG-TabPFNv2Evaluation Protocol=ICL, Ensemble=true2025.09 | 0.4787 | |
| GT2025.09 | 0.4641 | |
| LightGBM + NFA2025.09 | 0.4613 | |
| GraphSAGE2025.09 | 0.4514 | |
| GAT2025.09 | 0.4506 | |
| GCN2025.09 | 0.4486 | |
| TS-GNNEvaluation Protocol=ICL2025.09 | 0.2044 | |
| OpenGraphEvaluation Protocol=ICL2025.09 | 0.1516 | |
| GCOPEEvaluation Protocol=FT2025.09 | 0.1492 | |
| AnyGraphEvaluation Protocol=ICL2025.09 | 0.1284 |