spatial reasoning benchmark
RefSpatialBench
RefSpatialBench evaluates spatial reference understanding and grounding.
Updated Aug 11, 2026
Models6
Model coverage6
MetricScore
EvidenceB
RefSpatialBench Ranking
Higher score ranks better on this benchmark.
| 1 | AC | 0.7 points | 100.0% | 6 | C | |
| 2 | AC | 0.699 points | 80.0% | 6 | C | |
| 3 | AC | 0.693 points | 60.0% | 6 | C | |
| 4 | AC | 0.677 points | 40.0% | 6 | C | |
| 5 | AC | 0.643 points | 20.0% | 6 | C | |
| 6 | AC | 0.635 points | 0.0% | 6 | C |
RefSpatialBench Score Distribution
A closer view of the leading scores on this benchmark.
RefSpatialBench Highlights
The leading models and scores on this benchmark.
What is RefSpatialBench?
What RefSpatialBench measures and how its scores work.
RefSpatialBench evaluates spatial reference understanding and grounding.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- RefSpatialBench
- Modality
- image
- Primary category
- spatial reasoning
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- refspatialbench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about RefSpatialBench.
Which model scores highest on RefSpatialBench?
Qwen3.6-27B is currently ranked first with 0.7 points.
What does RefSpatialBench measure?
RefSpatialBench evaluates spatial reference understanding and grounding.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
6 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.