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assets/benchmark/evaluation_cortex_mem.webp | Bin 0 -> 180948 bytes assets/benchmark/evaluation_langmem.webp | Bin 0 -> 139800 bytes 4 files changed, 19 insertions(+), 20 deletions(-) rename assets/{benchmarks => benchmark}/cortex_mem_vs_langmem.png (100%) create mode 100644 assets/benchmark/evaluation_cortex_mem.webp create mode 100644 assets/benchmark/evaluation_langmem.webp diff --git a/README.md b/README.md index a0b44ca..31615df 100644 --- a/README.md +++ b/README.md @@ -144,26 +144,25 @@ Cortex Memory includes a powerful web-based dashboard (`cortex-mem-insights`) th Interactive Dashboard: Get an overview of memory usage, system health, and activity statistics

-
-
- Memory Management -

Memory Management: View and manage individual memory records

-
-
- Optimization Panel -

Optimization Tools: Analyze and optimize memory quality

-
-
- -
-
- System Monitor -

System Monitor: Monitor memory performance and activity

-
-
- Analytics -

Analytics Dashboard: Detailed insights and trends over time

-
+
+ + + + + + + + + + + + + +

Memory Management: View and manage individual memory records

+

Optimization Tools: Analyze and optimize memory quality

+
snapshot-1snapshot-2

System Monitor: Monitor memory performance and activity

+

Analytics Dashboard: Detailed insights and trends over time

+
snapshot-1snapshot-2
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+ Cortex Memory vs LangMem Benchmark +

+ +

+ Overall Performance: Cortex Memory significantly outperforms LangMem across all key metrics +

+ +### Key Metrics + +| Metric | Cortex Memory | LangMem | Improvement | +|--------|---------------|---------|-------------| +| **Recall@1** | 93.33% | 26.32% | **+67.02pp** | +| **Recall@3** | 94.00% | 50.00% | +44.00pp | +| **Recall@5** | 94.67% | 55.26% | +39.40pp | +| **Recall@10** | 94.67% | 63.16% | +31.51pp | +| **Precision@1** | 93.33% | 26.32% | +67.02pp | +| **MRR** | 93.72% | 38.83% | **+54.90pp** | +| **NDCG@5** | 80.73% | 18.72% | **+62.01pp** | +| **NDCG@10** | 79.41% | 16.83% | **+62.58pp** | + +### Detailed Results + +
+ + + + + + + +

Cortex Memory Evaluation: Excellent retrieval performance with 93.33% Recall@1 and 93.72% MRR

+

LangMem Evaluation: Modest performance with 26.32% Recall@1 and 38.83% MRR

+
Cortex Memory EvaluationLangMem Evaluation
+
+ +### Key Findings + +1. **Significantly Improved Retrieval Accuracy**: Cortex Memory achieves **93.33% Recall@1**, a **67.02 percentage point improvement** over LangMem's 26.32%. This indicates Cortex is far superior at retrieving relevant memories on the first attempt. + +2. **Clear Ranking Quality Advantage**: Cortex Memory's **MRR of 93.72%** vs LangMem's **38.83%** shows it not only retrieves accurately but also ranks relevant memories higher in the result list. + +3. **Comprehensive Performance Leadership**: Across all metrics — especially **NDCG@5 (80.73% vs 18.72%)** — Cortex demonstrates consistent, significant advantages in retrieval quality, ranking accuracy, and overall performance. + +4. **Technical Advantages**: Cortex Memory's performance is attributed to: + - Efficient **Rust-based implementation** + - Powerful retrieval capabilities of **Qdrant vector database** + - Optimized memory management strategies + +### Evaluation Framework + +The benchmark uses a professional memory system evaluation framework located in `examples/lomoco-evaluation`, which includes: + +- **Professional Metrics**: Recall@K, Precision@K, MRR, NDCG, and answer quality metrics +- **Enhanced Dataset**: 50 conversations with 150 questions covering various scenarios +- **Statistical Analysis**: 95% confidence intervals, standard deviation, and category-based statistics +- **Multi-System Support**: Supports comparison between Cortex Memory, LangMem, and Simple RAG baselines + +For more details on running the evaluation, see the [lomoco-evaluation README](examples/lomoco-evaluation/README.md). + # 🧠 How It Works Cortex Memory uses a sophisticated pipeline to process and manage memories, orchestrated by the `MemoryManager` in `cortex-mem-core`.

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zND9H7JSA*8@atM3lT-Uu%yos+Q53g&HkZB1{Cy3LAE{&6q^F*PKgbztvBNuU(;fxI zRalAdtawuMS4s0K2h-kXy7;@M<>uOu9YwvQ*V^nWz~X>}CEN;^p(p}?ypQhbHA!sx z_-x0*XzJmP&Ht>e2ydXc#kHO0Mw)Dw#(+#B?R4{vGZKz3SBu@A|XR^VcFp*(~C z^^|(}-p2r;r9dLWe7j#Lj-_&FsI6W=oxOycN`H0@5Y7ZK*ZgLk=+#CU;>xDV&SW?< zur{xPSj=V&sKkvl#iDHr7H%+)@pG8i49j53p{-GMAPBhf{hLYV=YkU8gnygfC5)zEHdVNJ zpLQ!J=IIv!m?j{wGQN`YORQW=q8xcH4wgNr{(rQ2!k zjf(Q~;tcjN`y1JcgPIWo+Ruxm%K3I8)KF%|`VoOC5#r&8%7bJzJJ gguZJ6=}4i5TIG0fK5|hpqy#z~Y*0T*3|mM50E;wAi2wiq literal 0 HcmV?d00001 From 18a743b3fd6752d1bababb1176c4a41f8174cb4d Mon Sep 17 00:00:00 2001 From: Sopaco Date: Tue, 30 Dec 2025 10:02:58 +0800 Subject: [PATCH 3/3] Add benchmark results section Add comprehensive benchmark comparison with LangMem showing Cortex Memory's superior performance across Recall@K, MRR, and NDCG metrics using the LOCOMO dataset evaluation framework. --- README.md | 66 +++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 66 insertions(+) diff --git a/README.md b/README.md index 31615df..e872e3c 100644 --- a/README.md +++ b/README.md @@ -167,6 +167,72 @@ Cortex Memory includes a powerful web-based dashboard (`cortex-mem-insights`) th These visual tools help you understand how Cortex Memory is performing and how your AI agent's memory is evolving over time. +# 🏆 Benchmark + +Cortex Memory has been rigorously evaluated against LangMem using the **LOCOMO dataset** (50 conversations, 150 questions) through a standardized memory system evaluation framework. The results demonstrate Cortex Memory's superior performance across multiple dimensions. + +## Performance Comparison + +