Node Classification on WikiCS 1-shot (test)
45.37AccuracyGP2F
Evaluation Results
| Method | Links | |
|---|---|---|
| GP2FEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 45.37 | |
| GraphMAEEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 44.57 | |
| EdgePromptEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 43.6 | |
| DGIEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 42.37 | |
| GPFEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 41.55 | |
| GRACEEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 40.87 | |
| GraphLoRA-SEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 40.07 | |
| GRACEEvaluation Protocol=Fine-tuning, Shot=1, Pre-trained Dataset=Cora2026.02 | 39.63 | |
| GraphPromptEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 34.39 | |
| GPPTEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 29.32 | |
| DAGPrompTEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 26.5 |