From 084ad5be8518e51b3d8266c4f93b69766da0d937 Mon Sep 17 00:00:00 2001
From: Manik Aggarwal <manik@tegon.ai>
Date: Fri, 29 Aug 2025 01:20:16 +0530
Subject: [PATCH] Update README.md

- added research highlights in readme file
---
 README.md | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 5a0fb5b..882dc81 100644
--- a/README.md
+++ b/README.md
@@ -46,6 +46,15 @@
 </p>
 </div>
 
+## 🔥 Research Highlights
+
+CORE memory achieves **88.24%** average accuracy in Locomo dataset across all reasoning tasks, significantly outperforming other memory providers. Technical Report will be published soon!
+
+<img width="6048" height="3428" alt="benchmark" src="https://github.com/user-attachments/assets/2e5fdac5-02ed-4d00-9312-c21d09974e1f" />
+(1) Single-hop questions require answers based on a single session; (2) Multi-hop questions require synthesizing information from multiple different sessions; (3) Open-domain knowledge questions can be answered by integrating a speaker’s provided information with external knowledge such as commonsense or world facts; (4) Temporal reasoning questions can be answered through temporal reasoning and capturing time-related data cues within the conversation;
+
+
+
 ## Overview
 
 **Problem** 
@@ -122,9 +131,6 @@ Connect Linear, Slack, GitHub, Notion once to CORE—then use all their tools in
 
 ![core-linear-claude](https://github.com/user-attachments/assets/7d59d92b-8c56-4745-a7ab-9a3c0341aa32)
 
-
-
-
 ## Documentation
 
 Explore our documentation to get the most out of CORE
@@ -181,3 +187,4 @@ Have questions or feedback? We're here to help:
 
 
 
+