SuperMemory-VQA (EgoButler) - MRR: leaderboard

Metric: Mean reciprocal rank (%) of the correct answer under EgoButler; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 10 models tracked.

Top models

#ModelScore
1Gemini 3 Flash71.6
2GPT-5.467.2
3GPT-5.4 Mini66.1
4Gemini 3.1 Pro (Preview)64.2
5Gemma 4 31B (IT)62.2
6InternVL3.5-8B61.8
7gemma-4-E4B-it58.2

Interactive version: theaggregate.ai/benchmark?slug=supermemory-vqa-egobutler-mrr · How It Works · Data refreshed daily, snapshot 2026-09-29.