A video understanding benchmark that allows subtitle access when answering multimodal questions about videos.
BenchLM is tracking Video-MME (with subtitle) in the local dataset, but exact-source verification records for these rows are still being attached. To avoid a blank benchmark page, BenchLM shows the current tracked rows below as a display-only reference table.
These tracked rows are useful for inspection and spot-checking, but until exact-source attachments are completed they should not be treated as fully verified public benchmark rows.
BenchLM mirrors the published tracked score view for Video-MME (with subtitle). Gemini 3 Pro leads the public snapshot at 88.4% , followed by Qwen3.6 Plus (87.8%) and Qwen3.5 397B (87.5%). BenchLM does not use these results to rank models overall.
Gemini 3 Pro
gemini-3-pro
Qwen3.6 Plus
Alibaba
qwen3-6-plus
Qwen3.5 397B
Alibaba
qwen3-5-397b
The published Video-MME (with subtitle) snapshot is tightly clustered at the top: Gemini 3 Pro sits at 88.4%, while the third row is only 0.9 points behind. The broader top-10 spread is 10.8 points, so the benchmark still separates strong models even when the leaders cluster.
6 models have been evaluated on Video-MME (with subtitle). The benchmark falls in the Multimodal & Grounded category. This category carries a 12% weight in BenchLM.ai's overall scoring system. Video-MME (with subtitle) is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.
Year
2026
Tasks
Video understanding
Format
Video QA with subtitle context
Difficulty
Multimodal video reasoning
The subtitle-enabled Video-MME setting measures how well a model combines video perception with textual cues from subtitles rather than relying on frames alone.
Version
Video-MME (with subtitle) 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
A video understanding benchmark that allows subtitle access when answering multimodal questions about videos.
Gemini 3 Pro currently leads the published Video-MME (with subtitle) snapshot with a tracked score of 88.4%. BenchLM shows this benchmark for display only and does not use it in overall rankings.
6 AI models are included in BenchLM's mirrored Video-MME (with subtitle) snapshot, based on the public leaderboard captured on April 10, 2026.
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