Node Classification on Cora 1-shot (test)
57.8AccuracyGP2F
Evaluation Results
| Method | Links | |
|---|---|---|
| GP2FEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 57.8 | |
| GraphLoRA-SEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 56.25 | |
| GraphPromptEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 47.45 | |
| DAGPrompTEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 43.93 | |
| GraphMAEEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 36.32 | |
| GRACEEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 35.53 | |
| DGIEvaluation Protocol=Linear Probing, Shot=1, Pre-trained Dataset=Cora2026.02 | 34.52 | |
| GPFEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 34.09 | |
| GRACEEvaluation Protocol=Fine-tuning, Shot=1, Pre-trained Dataset=Cora2026.02 | 33.65 | |
| EdgePromptEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 32.69 | |
| GPPTEvaluation Protocol=Prompt Learning, Shot=1, Pre-trained Dataset=Cora2026.02 | 27.54 |