spatial reasoning benchmark
EmbSpatialBench
EmbSpatialBench evaluates embodied spatial understanding and reasoning capabilities.
Updated Aug 11, 2026
Models8
Model coverage8
MetricScore
EvidenceB
EmbSpatialBench Ranking
Higher score ranks better on this benchmark.
| 1 | AC | 0.846 points | 100.0% | 8 | C | |
| 2 | AC | 0.845 points | 85.7% | 8 | C | |
| 3 | AC | 0.843 points | 71.4% | 8 | C | |
| 4 | AC | 0.843 points | 57.1% | 8 | C | |
| 5 | AC | 0.839 points | 42.9% | 8 | C | |
| 6 | BY | 0.834 points | 28.6% | 8 | C | |
| 7 | AC | 0.831 points | 14.3% | 8 | C | |
| 8 | BY | 0.825 points | 0.0% | 8 | C |
EmbSpatialBench Score Distribution
A closer view of the leading scores on this benchmark.
EmbSpatialBench Highlights
The leading models and scores on this benchmark.
What is EmbSpatialBench?
What EmbSpatialBench measures and how its scores work.
EmbSpatialBench evaluates embodied spatial understanding and reasoning capabilities.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- EmbSpatialBench
- Modality
- image
- Primary category
- spatial reasoning
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- embspatialbench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about EmbSpatialBench.
Which model scores highest on EmbSpatialBench?
Qwen3.6-27B is currently ranked first with 0.846 points.
What does EmbSpatialBench measure?
EmbSpatialBench evaluates embodied spatial understanding and reasoning capabilities.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
8 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.