Results on PCBA. The evaluation metric is the Average Precision (AP↑). Bold values indicate the best performance.
| Model | Year | Source | Test-AP (%) ↑ |
|---|---|---|---|
| DeeperGCN-VN-FLAG [20] | 2020 | arXiv preprint, ICML | 28.42±0.43 |
| DGN [1] | 2021 | ICML | 28.85±0.30 |
| GINE-VN [2, 6] | 2020 | arXiv preprint, ICML | 29.17±0.15 |
| PHC-GNN [19] | 2021 | ICANN | 29.47±0.26 |
| GIN-VN [6, 38] | 2018 | ICLR, ICML | 29.02±0.17 |
| Graphormer-FLAG [40] | 2021 | NeurIPS | 31.40±0.34 |
| TGT-Ag+TGT-At-DP [13] | 2024 | ICML | 31.67±0.31 |
| HieGT | 33.25 ± 0.27 |
| Model | Year | Source | Test-AP (%) ↑ |
|---|---|---|---|
| DeeperGCN-VN-FLAG [ | 2020 | arXiv preprint, ICML | 28.42±0.43 |
| DGN [ | 2021 | ICML | 28.85±0.30 |
| GINE-VN [ | 2020 | arXiv preprint, ICML | 29.17±0.15 |
| PHC-GNN [ | 2021 | ICANN | 29.47±0.26 |
| GIN-VN [ | 2018 | ICLR, ICML | 29.02±0.17 |
| Graphormer-FLAG [ | 2021 | NeurIPS | 31.40±0.34 |
| TGT-Ag+TGT-At-DP [ | 2024 | ICML | 31.67±0.31 |
| HieGT |
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.