Multimodal · Benchmark profile
A multi-task video understanding benchmark averaged across MLVU categories.
Data verified 21 Jul 2026 · Methodology 1.6.0
Benchmark score on MLVU mean average
Qwen3.7-Plus leads at 87.4%, followed by Qwen3.6 27B (86.6%) and Qwen3.6-35B-A3B (86.2%).
Visual analysis
Switch between model placement, score distribution and descriptive provider averages. Every view uses the same sourced leaderboard.
3 ranked models · higher is better
| Model | Rank | Provider | Score |
|---|---|---|---|
| Qwen3.7-Plus | #1 | Alibaba Cloud | 87.4% |
| Qwen3.6 27B | #2 | Alibaba Cloud | 86.6% |
| Qwen3.6-35B-A3B | #3 | Alibaba Cloud | 86.2% |
One best score per model · higher is better
| Rank | Model | Provider | License | Evidence use | Score |
|---|---|---|---|---|---|
| #1 | Qwen3.7-Plus qwen3.7-plus | Alibaba Cloud | — | Reference only | 87.4% |
| #2 | Qwen3.6 27B qwen3.6-27b | Alibaba Cloud | open | Estimated reference | 86.6% |
| #3 | Qwen3.6-35B-A3B qwen3-6-35b-a3b | Alibaba Cloud | open | Estimated reference | 86.2% |
The top of this snapshot is led by Qwen3.7-Plus at 87.4%; third place is 1.2 points behind. The top-3 spread is 1.2 points.
About MLVU mean average
A multi-task video understanding benchmark averaged across MLVU categories. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.
Open benchmark source ↗FAQ
A multi-task video understanding benchmark averaged across MLVU categories.
Qwen3.7-Plus by Alibaba Cloud currently leads with 87.4%.
3 models in the LuminaBench cohort have a qualifying score on this benchmark.
No. This benchmark is display-only and does not enter the overall Lumina composite.
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