SuperMemory-VQA (EgoButler): leaderboard
Metric: Four-way QA accuracy (%) under the EgoButler hierarchical-memory framework; only the correct option is credited; higher is better. Source: arxiv.org. Saturation forecast: Around 2030. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 54.1 |
| 2 | GPT-5.4 | 48 |
| 3 | GPT-5.4 Mini | 46 |
| 4 | Gemini 3.1 Pro (Preview) | 42.6 |
| 5 | Gemma 4 31B (IT) | 41.5 |
| 6 | InternVL3.5-8B | 39.8 |
| 7 | gemma-4-E4B-it | 36.4 |
Interactive version: theaggregate.ai/benchmark?slug=supermemory-vqa-egobutler · How It Works · Data refreshed daily, snapshot 2026-09-29.