Node Classification on ogbn-products v1 (val)
93.22AccuracyX_GLEM-deep
Evaluation results
| Method | Links | |
|---|---|---|
| X_GLEM-deepType=GNN2022.10 | 93.22 | |
| X_GLEM-lightType=GNN2022.10 | 92.95 | |
| Supervised GCN2022.06 | 92 | |
| X_GLEM-lightType=MLP2022.10 | 91.96 | |
| GLEM-lightType=LM2022.10 | 91.9 | |
| X_GLEM-deepType=MLP2022.10 | 91.85 | |
| X_OGB-deepType=GNN2022.10 | 91.85 | |
| Fine-tuneType=LM2022.10 | 91.82 | |
| GLEM-deepType=LM2022.10 | 91.81 | |
| X_LM-FtType=MLP2022.10 | 91.79 | |
| GGDEpochs=1, Memory=4,391MB, Time per epoch=12m46s, Total training time=12m46s2022.06 | 90.9 | |
| X_OGB-lightType=GNN2022.10 | 90.54 | |
| GBTEpochs=100, Memory=20,419MB, Time per epoch=48m38s, Total training time=4,863m20s2022.06 | 85 | |
| BGRLEpochs=100, Memory=29,303MB, Time per epoch=53m16s, Total training time=5,326m40s2022.06 | 78.1 | |
| X_OGBType=MLP2022.10 | 75.54 | |
| MLP2022.06 | 75.5 | |
| Node2vec2022.06 | 70 |