PersonaMem v1 - 128K - Revisit Reasons Behind Preference Updates: leaderboard

Metric: Accuracy (%). Source: arxiv.org. 15 models tracked.

Top models

#ModelScore
1GPT-4.184
2DeepSeek R183
3Gemini 2.0 Flash79
4GPT-4o77
5Gemini 1.5 Flash77
6Gemini 2.0 Flash Lite77
7Llama 4 Maverick76
8GPT-4.576
9O175
10O4 Mini75
11O3 Mini72
12GPT-4o Mini70
13Claude 3.5 Haiku64
14Claude 3.7 Sonnet57

Interactive version: theaggregate.ai/benchmark?slug=personamem-v1-128k-revisit-reasons-behind-preference-updates · How It Works · Data refreshed daily, snapshot 2026-09-19.