Graph Classification on MUTAG 50-shot
0.7319AUROCGP2F
Evaluation Results
| Method | Links | |
|---|---|---|
| GP2FEvaluation protocol=Adaptive Fusion Prompting, Pre-training dataset=PROTEINS2026.02 | 0.7319 | |
| GRACEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 0.7285 | |
| GRACEEvaluation protocol=Fine-tuning (FT), Pre-training dataset=PROTEINS2026.02 | 0.7244 | |
| GraphMAEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 0.7212 | |
| GPFEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 0.719 | |
| EdgePromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 0.7106 | |
| DGIEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 0.699 | |
| GPPTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 0.6947 | |
| DAGPrompTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 0.6764 | |
| GraphLoRA-SEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 0.6725 | |
| GraphPromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 0.6416 |