Graph Classification on DD (50-shot)
66.49AUROCGP2F
Evaluation results
| Method | Links | |
|---|---|---|
| GP2FEvaluation protocol=Adaptive Fusion Prompting, Pre-training dataset=PROTEINS2026.02 | 66.49 | |
| GraphMAEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 66.46 | |
| DAGPrompTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 66.35 | |
| DGIEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 66.34 | |
| GRACEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.02 | 66.28 | |
| GPPTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 66.18 | |
| GPFEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 66.03 | |
| GRACEEvaluation protocol=Fine-tuning (FT), Pre-training dataset=PROTEINS2026.02 | 65.46 | |
| GraphLoRA-SEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 65.18 | |
| GraphPromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 63.9 | |
| EdgePromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.02 | 58.01 |