SLVMBench: leaderboard
Metric: Accuracy (%) on 2,261 five-option questions on 1,220 videos in 11 categories, asked at a cutoff in a target video after a tutorial, with the tutorial followed by 10 minutes to 2 hours of unrelated distractor videos before the target (the long-memory setting); each model at its own frame sampling. Source: arxiv.org. Saturation forecast: Around February 2028. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 59.45 |
| 2 | GPT-5.2 | 44.89 |
| 3 | Qwen2.5-Omni-7B | 38.91 |
| 4 | GPT-4o (2024-05-13) | 37.64 |
Interactive version: theaggregate.ai/benchmark?slug=slvmbench · How It Works · Data refreshed daily, snapshot 2026-09-29.