Improve model card: add pipeline_tag, library_name, link project page and update images

README.md

@@ -1,10 +1,13 @@
 ---
-license: mit
-language:
-- en
 base_model:
 - Skywork/Matrix-Game
+language:
+- en
+license: mit
+library_name: diffusers
+pipeline_tag: image-to-video
 ---
+
 <!-- markdownlint-disable first-line-h1 -->
 <!-- markdownlint-disable html -->
 <!-- markdownlint-disable no-duplicate-header -->
@@ -17,6 +20,9 @@ base_model:
   <a href="https://arxiv.org/pdf/2506.18701">
     <img src="https://img.shields.io/badge/arXiv-Report-b31b1b?style=flat&logo=arxiv&logoColor=white" alt="arXiv">
   </a>
+    <a href="https://matrix-game-homepage.github.io/">
+    <img src="https://img.shields.io/badge/Project%20Page-grey?style=flat&logo=huggingface&color=FFA500" alt="Project Page">
+  </a>
 
   
 </div>
@@ -37,24 +43,25 @@ base_model:
 ## 🚀 Performance Comparison
 ### GameWorld Score Benchmark Comparison
 
-| Model     | Image Quality ↑ | Aesthetic Quality ↑ | Temporal Cons. ↑ | Motion Smooth. ↑ | Keyboard Acc. ↑ | Mouse Acc. ↑ | 3D Cons. ↑ |
-|-----------|------------------|-------------|-------------------|-------------------|------------------|---------------|-------------|
-| Oasis     | 0.65             | 0.48        | 0.94              | **0.98**          | 0.77             | 0.56          | 0.56        |
-| MineWorld | 0.69             | 0.47        | 0.95              | **0.98**          | 0.86             | 0.64          | 0.51        |
-| **Ours**  | **0.72**         | **0.49**    | **0.97**          | **0.98**          | **0.95**         | **0.95**      | **0.76**    |
+| Model     | Image Quality ↑ | Aesthetic Quality ↑ | Temporal Cons. ↑ | Motion Smooth. ↑ | Keyboard Acc. ↑ | Mouse Acc. ↑ | Object Cons. | Scenario Cons.|
+|-----------|------------------|-------------|-------------------|-------------------|------------------|---------------|-------------|-------------|
+| Oasis     | 0.65             | 0.48        | 0.94              | **0.98**          | 0.77             | 0.56          | 0.56        |  0.86 | 
+| MineWorld | 0.69             | 0.47        | 0.95              | **0.98**          | 0.86             | 0.64          | 0.51        | 0.92        |
+| **Ours**  | **0.72**         | **0.49**    | **0.97**          | **0.98**          | **0.95**         | **0.95**      | **0.76**    | **0.93**    |
 
 **Metric Descriptions**:
 
 - **Image Quality** / **Aesthetic**: Visual fidelity and perceptual appeal of generated frames  
 - **Temporal Consistency** / **Motion Smoothness**: Temporal coherence and smoothness between frames  
 - **Keyboard Accuracy** / **Mouse Accuracy**: Accuracy in following user control signals  
-- **3D Consistency**: Geometric stability and physical plausibility over time
+- **Object Consistency**: Geometric stability and consistency of objects over time
+- **Scenario Consistency**: Scenario consistency over time
 
   Please check our [GameWorld](https://github.com/SkyworkAI/Matrix-Game/tree/main/GameWorldScore) benchmark for detailed implementation.
 
 ### Human Evaluation
 
-![Human Win Rate](assets/human_win_rate.png)
+![Human Win Rate](assets/imgs/human_win_rate.png)
 
 > Double-blind human evaluation by two independent groups across four key dimensions: **Overall Quality**, **Controllability**, **Visual Quality**, and **Temporal Consistency**.  
 > Scores represent the percentage of pairwise comparisons in which each method was preferred. Matrix-Game consistently outperforms prior models across all metrics and both groups.