Update README.md

README.md

@@ -72,16 +72,6 @@ The goal is to measure whether models can reliably perceive the critical **Visua
 - [ ] Make the evaluation pipeline compatible with mask outputs
 
 
-# 🧰 EPIC-Bench Evaluation Toolkit
-
-This repository provides an end-to-end evaluation pipeline for **EPIC-Bench** on both:
-
-- **Open-Source VLMs** via the **[ms-swift](https://swift.readthedocs.io/zh-cn/latest/)** inference interface
-- **Closed-Source / API-Based VLMs** via **[lmms-eval](https://github.com/EvolvingLMMs-Lab/lmms-eval)**
-
-It includes **Dataset Conversion** utilities, **Inference Launchers**, **Response Standardization**, **Scoring**, and a Streamlit-based **Visualization** tool.
-
-
 ## 🏆 Leaderboard and data examples
 
 Please refer to the [EPIC-Bench Homepage](https://epic-bench.github.io/EPIC-Bench/) for: