| graph-classification-on-cifar10-100k | NeuralWalker | #1 | Accuracy (%): 80.027 ± 0.185 |
| graph-classification-on-mnist | NeuralWalker | #2 | Accuracy: 98.760 ± 0.079 |
| graph-classification-on-peptides-func | NeuralWalker | #11 | AP: 0.7096 ± 0.0078 |
| graph-regression-on-peptides-struct | NeuralWalker | #12 | MAE: 0.2463 ± 0.0005 |
| graph-regression-on-zinc | NeuralWalker | #7 | MAE: 0.065 ± 0.001 |
| link-prediction-on-pcqm-contact | NeuralWalker | #17 | MRR-ext-filtered: 0.4707 ± 0.0007 |
| node-classification-on-cluster | NeuralWalker | #6 | Accuracy: 78.189 ± 0.188 |
| node-classification-on-coco-sp | NeuralWalker | #1 | macro F1: 0.4398 ± 0.0033 |
| node-classification-on-pascalvoc-sp-1 | NeuralWalker | #1 | macro F1: 0.4912 ± 0.0042 |
| node-classification-on-pattern | NeuralWalker | #4 | Accuracy: 86.977 ± 0.012 |
| node-classification-on-pokec | NeuralWalker | #1 | Accuracy: 86.46 ± 0.09 |