CurveBench - Easy: leaderboard

Metric: Tree-Generation Accuracy (%; exact containment tree, 45 held-out test images, four rollouts each). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)71.1
2Claude Opus 4.532.2
3GPT-5.430.6
4GPT-5.4 Mini13.9
5Qwen 3 VL 8B (Thinking)2.8
6Qwen 3 VL 8B Instruct1.7

Interactive version: theaggregate.ai/benchmark?slug=curvebench-easy · How It Works · Data refreshed daily, snapshot 2026-09-25.