SpatialViz-Bench
Spatial visualisation: rotation, folding and animation.
As of 19 Sept 2026, Gemini 2.5 Pro leads SpatialViz-Bench on BenchLeader with 44.7%, ahead of o1 at 41.4%, across 8 model configurations with a published result.
- Published by
- Epoch AI Benchmarking Hub
- Category
- Multimodal
- Index weight
- Reference only
- Models
- 8
- 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
Mental rotation, paper folding and similar spatial tasks presented as images.
How it is scored
Overall score, as published.
What to keep in mind
Vision models only; small set.
- 1Gemini 2.5 Pro44.7%
- 2o141.4%
- 3Gemini 2.5 Flash36.9%
- 4Llama 4 Scout34.2%
- 5Claude 3.7 Sonnet33.9%
- 6Qwen2.5-VL 72B Instruct33.3%
- 7Qwen Vl (max)32.0%
- 8Llama 4 Maverick31.8%
8 of 8
| # | ||||
|---|---|---|---|---|
| 1 |  Gemini 2.5 ProGoogle | 44.7% | 54.5 | 2025-06-17 |
| 2 |  o1OpenAI | 41.4% | 53.8 | 2024-12-17 |
| 3 | Gemini 2.5 FlashGoogle | 36.9% | 52.5 | 2025-06-17 |
| 4 |  Llama 4 ScoutMetaopen | 34.2% | 40.2 | 2025-04-05 |
| 5 |  Claude 3.7 SonnetAnthropic | 33.9% | 50.2 | 2025-02-24 |
| 6 |  Qwen2.5-VL 72B InstructAlibabaopen ↗ | 33.3% | – | 2024-09-19 |
| 7 | Qwen VlmaxAlibaba | 32.0% | – | 2024-01-18 |
| 8 | Llama 4 MaverickMetaopen | 31.8% | 43.4 | 2025-04-05 |
Cite as: BenchLeader, “SpatialViz-Bench leaderboard”, https://www.benchleader.com/benchmarks/spatialviz_bench, data as of 19 Sept 2026.
SpatialViz-Bench: questions
- What does SpatialViz-Bench measure?
- Mental rotation, paper folding and similar spatial tasks presented as images. Scores are reported in percent of tasks solved; higher is better.
- Which AI model leads SpatialViz-Bench?
- Gemini 2.5 Pro leads SpatialViz-Bench with 44.7% as of 19 Sept 2026, ahead of o1 at 41.4%.
- How many models have SpatialViz-Bench results?
- 8 model configurations have a SpatialViz-Bench result on BenchLeader, all taken from Epoch AI Benchmarking Hub.
- Who runs SpatialViz-Bench and how often is it updated?
- SpatialViz-Bench is published by Epoch AI Benchmarking Hub. BenchLeader re-reads the published results every morning and records the date each result was published.
- Does SpatialViz-Bench count toward the BenchLeader Index?
- No. SpatialViz-Bench is shown for reference but left out of the composite index.