ogbn-mag
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node classification | ogbn-mag (val) | Accuracy80.21 | 47 | |
| Node Classification | ogbn-mag v1 (test) | Accuracy56.31 | 38 | |
| Node Classification | OGBN-MAG | Accuracy/F1 Score54.21 | 19 | |
| Node Classification | ogbn-mag v1 (val) | Accuracy55.91 | 19 | |
| Node property prediction | ogbn-mag (test) | Test Accuracy57.97 | 13 | |
| Node Classification | OGBN-MAG H2GB (test) | Accuracy51.99 | 11 | |
| Local Community Detection | ogbn-mag | Local Conductance0.0016 | 6 | |
| Local Graph Solving | ogbn-mag | Runtime (s)0.035 | 6 | |
| Local Clustering | ogbn-mag | Operations82,000 | 6 | |
| Node Prediction | ogbn-mag | Average Accuracy32.61 | 6 |
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