Multimodal · Benchmark profile
A video understanding benchmark that allows subtitle access when answering multimodal questions about videos.
Data verified 21 Jul 2026 · Methodology 1.6.0
Benchmark score on Video-MME with subtitle
Qwen3.7-Plus leads at 88%, followed by MiMo-V2.5 (87.7%) and Qwen3.6 27B (87.7%).
Visual analysis
Switch between model placement, score distribution and descriptive provider averages. Every view uses the same sourced leaderboard.
5 ranked models · higher is better
| Model | Rank | Provider | Score |
|---|---|---|---|
| Qwen3.7-Plus | #1 | Alibaba Cloud | 88% |
| MiMo-V2.5 | #2 | Xiaomi | 87.7% |
| Qwen3.6 27B | #3 | Alibaba Cloud | 87.7% |
| Qwen3.6-35B-A3B | #4 | Alibaba Cloud | 86.6% |
| MiniMax M3 | #5 | MiniMax | 85.4% |
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 | 88% |
| #2 | MiMo-V2.5 mimo-v2.5 | Xiaomi | open | Estimated reference | 87.7% |
| #3 | Qwen3.6 27B qwen3.6-27b | Alibaba Cloud | open | Estimated reference | 87.7% |
| #4 | Qwen3.6-35B-A3B qwen3-6-35b-a3b | Alibaba Cloud | open | Estimated reference | 86.6% |
| #5 | MiniMax M3 MiniMax-M3 | MiniMax | — | Reference only | 85.4% |
The top of this snapshot is led by Qwen3.7-Plus at 88%; third place is 0.30 points behind. The top-5 spread is 2.6 points.
About Video-MME with subtitle
A video understanding benchmark that allows subtitle access when answering multimodal questions about videos. 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 video understanding benchmark that allows subtitle access when answering multimodal questions about videos.
Qwen3.7-Plus by Alibaba Cloud currently leads with 88%.
5 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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