Graph Classification on PROTEINS Graph Density Shift
58.3F1 ScoreUGPrompt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UGPromptBase Model=GCN, %Label=02025.05 | 58.3 | 3.9 | |
| GPF-PlusBase Model=GCN, %Label=502025.05 | 57.6 | 2.7 | |
| GPF-PlusBase Model=GCN, %Label=252025.05 | 57.2 | 2 | |
| BaseModelBase Model=GCN, %Label=02025.05 | 56.1 | 0 | |
| GraphPromptBase Model=GCN, %Label=502025.05 | 55.7 | -0.7 | |
| GraphPromptBase Model=GCN, %Label=252025.05 | 53.3 | -5 | |
| Fine-TuningBase Model=GCN, %Label=502025.05 | 39.5 | -29.6 | |
| All-In-OneBase Model=GCN, %Label=502025.05 | 37.3 | -33.5 | |
| Fine-TuningBase Model=GCN, %Label=252025.05 | 37 | -34 | |
| All-In-OneBase Model=GCN, %Label=252025.05 | 34.2 | -39 |