Graphwalks parents >128k — leaderboard

Long-context Graphwalks parent-retrieval task over 128k tokens, testing attention to graph structure across very large serialized inputs.

Source: huggingface.co. Status: saturation imminent.

Interactive version: theaggregate.ai/benchmark?slug=graphwalks-parents-over-128k · How the rankings work · Data refreshed daily, snapshot 2026-07-22.