MindCube
Spatial reasoning from multiple views.
As of 19 Sept 2026, Gemma 3 12B leads MindCube on BenchLeader with 46.7%, ahead of mPLUG-Owl3-7B-241101 at 44.9%, across 5 model configurations with a published result.
- Published by
- Epoch AI Benchmarking Hub
- Category
- Multimodal
- Index weight
- Reference only
- Models
- 5
- Data as of
- 19 Sept 2026
CC BY 4.0 — Epoch AI, ‘AI Benchmarking Hub’, epoch.ai/benchmarks. Mirrored boards credit their original publishers.
What the test looks like
Questions that require building a mental map from several views of a scene.
How it is scored
Overall score, as published.
What to keep in mind
Very few models measured.
- 1Gemma 3 12B46.7%
- 2mPLUG-Owl3-7B-24110144.9%
- 3Claude Sonnet 444.8%
- 4LLaVA-Video-7B-Qwen242.0%
- 5LongVA-7B29.5%
5 of 5
| # | ||||
|---|---|---|---|---|
| 1 |  Gemma 3 12BGoogleopen ↗ | 46.7% | 37.7 | 2025-03-12 |
| 2 | mPLUG-Owl3-7B-241101Unknown | 44.9% | – | 2024-11-26 |
| 3 |  Claude Sonnet 4Anthropic | 44.8% | 49.7 | 2025-05-22 |
| 4 |  LLaVA-Video-7B-Qwen2OpenBMB | 42.0% | – | 2024-09-02 |
| 5 | LongVA-7BUnknown | 29.5% | – | 2024-06-13 |
Cite as: BenchLeader, “MindCube leaderboard”, https://www.benchleader.com/benchmarks/mindcube, data as of 19 Sept 2026.
MindCube: questions
- What does MindCube measure?
- Questions that require building a mental map from several views of a scene. Scores are reported in percent of tasks solved; higher is better.
- Which AI model leads MindCube?
- Gemma 3 12B leads MindCube with 46.7% as of 19 Sept 2026, ahead of mPLUG-Owl3-7B-241101 at 44.9%.
- How many models have MindCube results?
- 5 model configurations have a MindCube result on BenchLeader, all taken from Epoch AI Benchmarking Hub.
- Who runs MindCube and how often is it updated?
- MindCube is published by Epoch AI Benchmarking Hub. BenchLeader re-reads the published results every morning and records the date each result was published.
- Does MindCube count toward the BenchLeader Index?
- No. MindCube is shown for reference but left out of the composite index.