AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
Model reports
Video-MME
Frame sampling rate dominates long-video results.
Evaluation context and evidence
- Source
- Model reports
- Publisher
- Not recorded
- Benchmark release
- 2024-05-31
- Collected
- Not recorded
- Modality
- Not recorded
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 3
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Kimi K3 | 90.0 | percent | with subtitle, reasoning=max | 2026-06-13 · document_publication | Kimi K3 |
| Qwen3.5-397B-A17B | 87.5 | percent | thinking (temp 0.6, top_p 0.95, top_k 20), with subtitles | 2026-02-16 · document_publication | Qwen3.5-397B-A17B |
| Qwen3.5-397B-A17B | 83.7 | percent | thinking (temp 0.6, top_p 0.95, top_k 20), without subtitles | 2026-02-16 · document_publication | Qwen3.5-397B-A17B |