OGBN-Products
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | ogbn-products | Accuracy85.11 | 86 | |
| Node Classification | ogbn-products (test) | Test Accuracy86.8 | 70 | |
| Node Classification | OGBN-Products | Accuracy89.4 | 62 | |
| Node classification | ogbn-products v1 (test) | Accuracy81.11 | 28 | |
| Graph Classification | Ogbn-Products | Accuracy68 | 26 | |
| Node Classification | ogbn-products official (test) | Average Accuracy85.47 | 20 | |
| Node Classification | ogbn-products transductive (test) | Accuracy84.28 | 19 | |
| Node Classification | ogbn-products standard (val) | Accuracy93.89 | 18 | |
| Node classification | ogbn-products v1 (val) | Accuracy93.22 | 17 | |
| Node Classification | ogbn-products | Accuracy83.76 | 15 | |
| Node Classification | ogbn-products transductive (val) | Accuracy0.9327 | 15 | |
| Node Classification | ogbn-products transductive OGB (test) | Accuracy87.36 | 14 | |
| Node Classification | ogbn-products | Avg Iteration Runtime (ms)42.7 | 10 | |
| Node Classification | ogbn-products (test) | F1 Score79.08 | 10 | |
| Node Classification | ogbn-products (val) | F1 Score93.1 | 10 | |
| Node Classification | ogbn-products (train) | F1 Score96.92 | 10 | |
| Node Classification | ogbn-products | Time per Epoch490 | 8 | |
| Graph Clustering | Ogbn-products | ACC43.5 | 7 | |
| Node Classification | OGBN-Products uniform missing (test) | Accuracy69.26 | 6 | |
| Node Classification | OGBN-Products structural missing (test) | Accuracy69.04 | 6 | |
| Local Community Detection | ogbn-products | Local Conductance0.0724 | 6 | |
| Local Graph Solving | ogbn-products | Runtime (s)0.045 | 6 | |
| Local Clustering | ogbn-products | Operations Count98,000 | 6 | |
| Node Prediction | ogbn-products | Avg Acc80.63 | 6 | |
| Node Classification | ogbn-products | Accuracy0.666 | 5 |
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