Graph Regression on PCQM4M-LSC
Metric: Test MAE (lower is better)
Metric: Test MAE (lower is better)
| # | Model↕ | Test MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Graphormer | 13.28 | No | Do Transformers Really Perform Bad for Graph Rep... | 2021-06-09 | Code |
| 2 | GIN-virtual | 14.87 | No | OGB-LSC: A Large-Scale Challenge for Machine Lea... | 2021-03-17 | Code |
| 3 | GCN-Virtual | 15.79 | No | OGB-LSC: A Large-Scale Challenge for Machine Lea... | 2021-03-17 | Code |
| 4 | GIN | 16.78 | No | OGB-LSC: A Large-Scale Challenge for Machine Lea... | 2021-03-17 | Code |
| 5 | GCN | 18.38 | No | OGB-LSC: A Large-Scale Challenge for Machine Lea... | 2021-03-17 | Code |
| 6 | MLP-fingerprint | 20.68 | No | OGB-LSC: A Large-Scale Challenge for Machine Lea... | 2021-03-17 | Code |