Graph Classification on COX2 50-shot
66.87AUROCGP2F
Evaluation results
| Method | Links | |
|---|---|---|
| GP2FEvaluation protocol=Adaptive Fusion Prompting, Pre-training dataset=PROTEINS2026.02 | 66.87 | |
| GRACEEvaluation protocol=Fine-tuning (FT), Pre-training dataset=PROTEINS2026.02 | 63.85 | |
| DAGPrompTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 63.5 | |
| GraphMAEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 63.02 | |
| DGIEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 62.77 | |
| GraphPromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 62.67 | |
| GPFEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 62.52 | |
| GRACEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 62.39 | |
| GraphLoRA-SEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 60.3 | |
| GPPTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 60.08 | |
| EdgePromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 58.22 |