Update README.md

README.md

@@ -28,11 +28,89 @@ dataset_info:
 
 The dataset consists of video clips featuring individuals expressing various emotions. Each video is paired with a conversational prompt that asks the model to determine the emotion conveyed. This structure pushes models to integrate visual, auditory, and textual information to make a correct assessment, moving beyond simple text-based sentiment analysis.
 
-### Supported Tasks and Leaderboards
+## 📦 Dataset
+To use this benchmark, **please first download the original video files and corresponding annotation `.json` files** from the link below:
 
-The primary task for this dataset is **multimodal emotion recognition**. Models are given a video and a text prompt and are expected to output the corresponding emotion label.
+<a href="https://drive.google.com/file/d/1ohQWGJOuJVN3-uOeEifA3C0tMaadYe_K/view?usp=sharing"><img src="https://img.shields.io/badge/Dataset-Google%20Drive-green.svg" alt="Dataset Google Drive"/></a>
 
-- **Task:** Multimodal Emotion Classification, Conversational AI
-- **Modalities:** Video, Text, Audio
+Each JSON file contains conversation-style prompts and labels aligned with the corresponding video clips. The structure looks like:
 
-An official leaderboard may be established to track the performance of various MLLMs on this benchmark.
+  ```json
+  [
+    {
+      "id": "0",
+      "video": "videos/ch-simsv2s/aqgy4_0004/00023.mp4",
+      "conversations": [
+        {
+          "from": "human",
+          "value": "<video>\nThe person in the video says: ... Determine the emotion conveyed..."
+        },
+        {
+          "from": "gpt",
+          "value": "negative"
+        }
+      ]
+    }
+  ]
+  ```
+  ### 📁 Dataset Structure
+  ```bash
+  EmoBench-M/
+  ├── benchmark_json/           # JSON files containing metadata and annotations for each dataset
+  │   ├── FGMSA.json    # Test instructions for the FGMSA dataset
+  │   ├── MC-EIU.json           # 500-sample test set for the MC-EIU dataset
+  │   ├── MELD.json     # Test instructions for the MELD dataset
+  │   ├── MOSEI.json            # 500-sample test set for the MOSEI dataset
+  │   ├── MOSI.json             # 500-sample test set for the MOSI dataset
+  │   ├── MUSTARD.json               # 500-sample test set for the MUSTARD dataset
+  │   ├── RAVDSS_song.json           # 500-sample test set for the RAVDSS song subset
+  │   ├── RAVDSS_speech.json         # 500-sample test set for the RAVDSS speech subset
+  │   ├── SIMS.json             # 500-sample test set for the SIMS dataset
+  │   ├── ch-simsv2s.json       # 500-sample test set for the Chinese SIMS v2s dataset
+  │   ├── funny.json    # Test instructions for the UR-FUNNY dataset
+  │   ├── mer2023.json # Test instructions for the MER2023 dataset
+  │   └── smile.json           # Test data for the SMILE dataset
+  └── dataset/              # Corresponding video files for each dataset
+      ├── FGMSA/
+      │   └── videos/
+      │       └── FGMSA/        # Video files for the FGMSA dataset
+      ├── MC-EIU/
+      │   └── videos/
+      │       └── MC-EIU/       # Video files for the MC-EIU dataset
+      ├── MELD/
+      │   └── videos/
+      │       └── MELD/         # Video files for the MELD dataset
+      ├── MOSEI/
+      │   └── videos/
+      │       └── MOSEI/        # Video files for the MOSEI dataset
+      ├── MOSI/
+      │   └── videos/
+      │       └── MOSI/         # Video files for the MOSI dataset
+      ├── MUSTARD/
+      │   └── videos/
+      │       └── MUSTARD/      # Video files for the MUSTARD dataset
+      ├── RAVDSS_song/
+      │   └── videos/
+      │       └── RAVDSS/       # Video files for the RAVDSS song subset
+      ├── RAVDSS_speech/
+      │   └── videos/
+      │       └── RAVDSS/       # Video files for the RAVDSS speech subset
+      ├── SIMS_test/
+      │   └── videos/
+      │       └── SIMS/         # Video files for the SIMS dataset
+      ├── ch-simsv2s/
+      │   └── videos/
+      │       └── ch-simsv2s/   # Video files for the Chinese SIMS v2s dataset
+      ├── funny/
+      │   └── videos/
+      │       └── UR-FUNNY/     # Video files for the UR-FUNNY dataset
+      ├── mer2023/
+      │   └── videos/
+      │       └── MER2023/      # Video files for the MER2023 dataset
+      └── smile/
+          └── videos/
+              └── SMILE/       # Video files for the SMILE dataset
+  ```
+  📂 Dtat Structure Overview
+  - benchmark_json/: Contains JSON files with metadata and annotations for each dataset, including test instructions and sample information.
+  - dataset/: Corresponding video files for each dataset, organized into subdirectories named after each dataset.