spatial reasoning benchmark
SUNRGBD
SUNRGBD evaluates RGB-D scene understanding and 3D grounding capabilities.
Updated Aug 11, 2026
Models4
Model coverage4
MetricScore
EvidenceB
SUNRGBD Ranking
Higher score ranks better on this benchmark.
| 01 | AC | 0.362 points | 100.0% | 4 | C | |
| 02 | AC | 0.354 points | 66.7% | 4 | C | |
| 03 | AC | 0.349 points | 33.3% | 4 | C | |
| 04 | AC | 0.334 points | 0.0% | 4 | C |
SUNRGBD Score Distribution
A closer view of the leading scores on this benchmark.
SUNRGBD Highlights
The leading models and scores on this benchmark.
What is SUNRGBD?
What SUNRGBD measures and how its scores work.
SUNRGBD evaluates RGB-D scene understanding and 3D grounding capabilities.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- SUNRGBD
- Modality
- image
- Primary category
- spatial reasoning
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- sunrgbd|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about SUNRGBD.
Which model scores highest on SUNRGBD?
Qwen3.5-122B-A10B is currently ranked first with 0.362 points.
What does SUNRGBD measure?
SUNRGBD evaluates RGB-D scene understanding and 3D grounding capabilities.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
4 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.