SuperMemory-VQA (Video-RAG): leaderboard
Metric: Four-way QA accuracy (%) under the Video-RAG retrieval framework; only the correct option is credited over the four ordered choices; higher is better. Source: arxiv.org. Saturation forecast: Around June 2028. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 61 |
| 2 | Gemini 3.1 Pro (Preview) | 53.2 |
| 3 | GPT-5.4 | 52.3 |
| 4 | GPT-5.4 Mini | 47.8 |
| 5 | Gemma 4 31B (IT) | 45.6 |
| 6 | InternVL3.5-8B | 41 |
| 7 | gemma-4-E4B-it | 35.3 |
Interactive version: theaggregate.ai/benchmark?slug=supermemory-vqa-video-rag · How It Works · Data refreshed daily, snapshot 2026-09-29.