VideoMME w sub.: leaderboard
Subtitle-on setting of Video-MME (2024): 2,700 four-option questions on 900 videos of 11 s to 1 h, with subtitle text (744 videos have it) fed alongside sampled frames; Gemini 1.5 Pro 81.3%.
Metric: Score (imported). Source: arxiv.org. Source: benchmarklist.com. Saturation forecast: Around August 2027. 56 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.4 (xHigh) | 89.5 | #79 (GPT-5.4) |
| 2 | Gemini 3.1 Pro (Preview) | 88.4 | #58 |
| 3 | Qwen 3.7 Plus | 88 | #92 |
| 4 | Qwen 3.6 Plus | 87.8 | #120 |
| 5 | Claude Opus 4.6 (Max) | 86.1 | #63 (Claude Opus 4.6) |
| 6 | Gemini 1.5 Pro | 81.3 | #445 |
| 7 | GPT-4o | 77.2 | #343 |
| 8 | Gemini 1.5 Flash | 75 | #618 |
| 9 | GPT-4o Mini | 68.9 | #599 |
| 10 | MiniCPM-V-2.6 | 63.7 | #836 |
| 11 | Claude 3.5 Sonnet | 62.9 | #350 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=videomme-w-sub · How It Works · Data refreshed daily, snapshot 2026-10-20.