Grounding Awareness - Mem0 - Sensitivity: leaderboard

Grounding Awareness - Mem0 - Sensitivity. Paired correctness, 800 individual trajectories per agent-memory configuration. GPT-5.4-mini, Qwen3.8-Flash, Gemini-3.1-Flash-Lite and paper-unspecified DeepSeek-Flash backbone; no inferred DeepSeek version. Metric: Sensitivity (0–1). Primary published table; source configurations remain distinct.

Metric: Sensitivity (0–1). Source: arxiv.org. Saturation forecast: Around 2029. 4 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.8 Flash0.13#45
2GPT-5.4 Mini0.09#207
3Gemini 3.1 Flash Lite0.03#187

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=grounding-awareness-mem0-sensitivity · How It Works · Data refreshed daily, snapshot 2026-10-16.