Graph Contrastive Learning versus Untrained Baselines: The Role of Dataset Size

Smayan Khanna, Doruk Efe Gökmen, Risi Kondor +1

Graph Contrastive Learning (GCL) has emerged as a leading paradigm for self-supervised learning on graphs, with strong performance reported on standardized datasets and growing app…