Graph-level Representation Learning with Joint-Embedding Predictive Architectures

Benchmark Model Rank Results
graph-classification-on-ddGraph-JEPA#24Accuracy: 78.64%
graph-classification-on-imdb-bGraph-JEPA#26Accuracy: 73.68%
graph-classification-on-imdb-mGraph-JEPA#17Accuracy: 50.69%
graph-classification-on-mutagGraph-JEPA#10Accuracy: 91.25%
graph-classification-on-proteinsGraph-JEPA#52Accuracy: 75.67%
graph-classification-on-reddit-bGraph-JEPA#12Accuracy: 56.73
graph-regression-on-zincGraph-JEPA#25MAE: 0.434