Node Classification on CS 1-shot (test)
68.33AccuracyGP2F
Evaluation Results
| Method | Links | |
|---|---|---|
| GP2FEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 68.33 | |
| DAGPrompTEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 64.84 | |
| GraphMAEEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 64.06 | |
| GraphLoRA-SEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 62.72 | |
| GPFEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 59.15 | |
| DGIEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 58.41 | |
| GRACEEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 58.12 | |
| GRACEEvaluation Protocol=Fine-tuning, Shot=1, Pre-trained Dataset=Cora2026.02 | 55.81 | |
| GraphPromptEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 54.1 | |
| EdgePromptEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 53.89 | |
| GPPTEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 34.47 |