VoxelCodeBench - Artistic Composition: leaderboard

Metric: Shape correctness (%) on the artistic composition (90 tasks: multi-object scenes, structures and natural forms) tasks, judged by a human annotator; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScore
1GPT-597.5
2Claude Sonnet 4.589.5
3Claude Opus 480
4Gemini 3 Pro19.2

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