Node Classification on Ladder ECHO (test)
1.33Average RankRepNodes
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RepNodesNode Features=With, Selection Strategy=best2026.05 | 1.33 | 62.86 | |
| RepNodesNode Features=Without, Selection Strategy=best2026.05 | 1.5 | 61.43 | |
| RepEdgesNode Features=With, Selection Strategy=best2026.05 | 1.67 | 62.86 | |
| RepEdgesNode Features=Without, Selection Strategy=best2026.05 | 1.83 | — | |
| MNNode Features=With2026.05 | 2.33 | 62.86 | |
| MNNode Features=Without2026.05 | 2.5 | 61.43 | |
| RepEdgesNode Features=Without, Selection Strategy=SRL*2026.05 | 3.5 | 61.43 | |
| SDRFNode Features=With2026.05 | 4 | 64.29 | |
| RepEdgesNode Features=With, Selection Strategy=SRL*2026.05 | 4.17 | 57.14 | |
| BaselineNode Features=Without2026.05 | 4.17 | 62.86 | |
| RepNodesNode Features=Without, Selection Strategy=SRL*2026.05 | 5 | 60 | |
| BaselineNode Features=With2026.05 | 5.17 | 60 | |
| SDRFNode Features=Without2026.05 | 5.17 | 58.57 | |
| RepNodesNode Features=With, Selection Strategy=SRL*2026.05 | 5.5 | 55.71 | |
| BORFNode Features=With2026.05 | 6.33 | 54.29 | |
| BORFNode Features=Without2026.05 | 6.5 | 57.14 | |
| ComFyNode Features=With2026.05 | 6.67 | 62.86 | |
| ComFyNode Features=Without2026.05 | 7.33 | 62.86 | |
| TRIGONNode Features=With2026.05 | 8.33 | 45.71 | |
| JDRNode Features=Without2026.05 | 8.33 | 54.29 | |
| FOSRNode Features=With2026.05 | 8.83 | 58.57 | |
| TRIGONNode Features=Without2026.05 | 8.83 | 65.71 | |
| FOSRNode Features=Without2026.05 | 10.33 | 55.71 | |
| JDRNode Features=With2026.05 | 11.83 | 37.14 |