Benchmarks & Tests3 min read
Benchmark & Tests
Your graph model breaks on dirty data. A new benchmark shows exactly where.
OpenRTAG, a benchmark from an academic team, organizes TAG quality issues into a 3×3 taxonomy covering text, structure, and label degradation. It tests traditional GNNs, large language model-enhanced GNNs, and graph foundation models across nine datasets, revealing different sensitivity patterns that prior fragmented studies missed.
2026-07-24