Multimodal & Grounded benchmark
Video-MME leaderboard
Every model the catalog carries a published Video-MME value for, ranked by that value.
CategoryMultimodal & Grounded
MeasureVideo QA and analysis
TasksVideo understanding
DifficultyBroad multimodal video reasoning
Published byVideo-MME benchmark
A comprehensive benchmark for multimodal large language models on video understanding, covering temporal reasoning, perception, and question answering over videos.
Video-MME ranking
3 models with a published Video-MME value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Video QA and analysis |
|---|---|---|---|
| 1 |  Seed 2.1 Pro | ByteDance | 89.2 |
| 2 | Seed 2.1 Turbo | ByteDance | 89.0 |
| 3 |  Kimi K2.5 | Moonshot AI | 87.4 |
Evidence key: Observed
Rows are ordered by the value Video-MME benchmark published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.