VANTAGE-Bench - Video QA — leaderboard
Metric: Video QA (%). Source: huggingface.co. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 71.88 |
| 2 | Qwen 3.5 9B | 71.63 |
| 3 | Qwen 3 VL 32B Instruct | 71.3 |
| 4 | Gemini 3.1 Flash Lite | 68.03 |
| 5 | Qwen 3.5 27B | 67.95 |
| 6 | Qwen 3 VL 8B Instruct | 66.44 |
| 7 | gemma-4-E2B-it | 46.19 |
Interactive version: theaggregate.ai/benchmark?slug=vantage-bench-video-qa · How the rankings work · Data refreshed daily, snapshot 2026-07-22.