Node Classification on Cora node clustering coefficient shift
61.4F1 ScoreGPF-Plus
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPF-PlusBackbone=GCN, %Label=502025.05 | 61.4 | 4.1 | |
| UGPromptBackbone=GCN, %Label=02025.05 | 60.5 | 2.5 | |
| Fine-TuningBackbone=GCN, %Label=502025.05 | 60.2 | 2 | |
| GraphPromptBackbone=GCN, %Label=502025.05 | 59.9 | 1.5 | |
| GPF-PlusBackbone=GCN, %Label=252025.05 | 59.8 | 1.4 | |
| BaseModelBackbone=GCN, %Label=02025.05 | 59 | 0 | |
| GraphPromptBackbone=GCN, %Label=252025.05 | 58 | -1.7 | |
| Fine-TuningBackbone=GCN, %Label=252025.05 | 56.5 | -4.2 | |
| All-In-OneBackbone=GCN, %Label=502025.05 | 53.7 | -9 | |
| All-In-OneBackbone=GCN, %Label=252025.05 | 53.7 | -9 | |
| GPPTBackbone=GCN, %Label=502025.05 | 47.9 | -18.8 | |
| GPPTBackbone=GCN, %Label=252025.05 | 46.4 | -21.4 |