MUSE - Jigsaw Puzzle: leaderboard

Reassemble a scrambled artistic image, one of MUSE's three compositional-reasoning tasks. Accuracy, higher is better. Source: arxiv.org/abs/2609.19088.

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around 2030. 30 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.6 Sol35.5#22
2InternVL3-38B31.5#413
3GPT-4o28#357
4InternVL3-14B28#506
5Gemma 3 12B (IT)24.5#672
6Gemma 3 4B (IT)21#997
7Gemma 3 27B (IT)19.5#528
8Qwen 2.5 VL 7B19#641
9InternVL3-8B17.5#624
10MiniCPM-V-2.612#827

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=muse-jigsaw-puzzle · How It Works · Data refreshed daily, snapshot 2026-11-05.