Node Classification on History (test)
64.5AccuracyGRAPHREACT
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPHREACTEvaluation protocol=zero-shot2026.05 | 64.5 | |
| TEA-GLMEvaluation protocol=zero-shot2026.05 | 52.8 | |
| VICUNA-7B-V1.5Evaluation protocol=zero-shot2026.05 | 36.3 | |
| GKDEvaluation protocol=zero-shot2026.05 | 33.9 | |
| GLNNEvaluation protocol=zero-shot2026.05 | 28.3 | |
| VICUNA-7B-SPTEvaluation protocol=zero-shot2026.05 | 28.1 | |
| DIFFORMEREvaluation protocol=zero-shot2026.05 | 27.5 | |
| DGIEvaluation protocol=zero-shot2026.05 | 21.8 | |
| GRAPHSAGEEvaluation protocol=zero-shot2026.05 | 19.5 | |
| GATEvaluation protocol=zero-shot2026.05 | 17.2 | |
| NODEFORMEREvaluation protocol=zero-shot2026.05 | 16.8 | |
| LLAGAEvaluation protocol=zero-shot2026.05 | 14.6 | |
| MLPEvaluation protocol=zero-shot2026.05 | 8 | |
| GCNEvaluation protocol=zero-shot2026.05 | 6.3 | |
| OFAEvaluation protocol=zero-shot2026.05 | 5.2 |