HyperGVL - 3-Coloring: leaderboard

Metric: Accuracy (%) on giving a valid 3-coloring in which every hyperedge has at least two colors, 7,000 questions per task (200 problems on synthetic and real-world hypergraphs, each posed in 35 textual, visual and combined hypergraph representations), accuracy (%) averaged over the representations, temperature 0.8, top-p 0.95; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 12 models tracked.

Top models

#ModelScore
1Gemini 3 Flash79.34
2GPT-4o56.86
3InternVL3-8B38.04
4Gemma 3 12B33.69
5Qwen 2.5 VL 7B Instruct26.31

Interactive version: theaggregate.ai/benchmark?slug=hypergvl-3-coloring · How It Works · Data refreshed daily, snapshot 2026-10-07.