knowledge benchmark
BC-VL
BC-VL is a vision-language benchmark for knowledge-grounded multimodal question answering.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
BC-VL Ranking
Higher score ranks better on this benchmark.
| 1 | AC | 51.1% | 100.0% | 1 | C |
BC-VL Highlights
The leading models and scores on this benchmark.
What is BC-VL?
What BC-VL measures and how its scores work.
BC-VL is a vision-language benchmark for knowledge-grounded multimodal question answering.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- BC-VL
- Modality
- multimodal
- Primary category
- knowledge
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- bc-vl|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about BC-VL.
Which model scores highest on BC-VL?
Qwen3.7-Plus is currently ranked first with 51.1%.
What does BC-VL measure?
BC-VL is a vision-language benchmark for knowledge-grounded multimodal question answering.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.