Update README.md

README.md

@@ -47,10 +47,10 @@ We are pleased to announce the release of **Ovis2**, our latest advancement in m
 | Ovis2-34B  |  aimv2-1B-patch14-448   | Qwen2.5-32B-Instruct  | [Huggingface](https://huggingface.co/AIDC-AI/Ovis2-34B) |                            -                             |
 
 ## Performance
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/6076587d310e510df1db14bc/X1Ccbj48Icun1vATqvE3Z.png)
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/658a8a837959448ef5500ce5/M1XRFbeNbfe1lEvt9WF-j.png)
 
 ### Image Benchmark
-| Benchmark                    | Qwen2.5-VL-7B   | InternVL2.5-8B-MPO   | MiniCPM-o-2.6   |   Ovis1.6-9B |   InternVL2.5-4B-MPO | Ovis2-4B   | Ovis2-8B   |
+|  Benchmark                   | Qwen2.5-VL-7B   | InternVL2.5-8B-MPO   | MiniCPM-o-2.6   |   Ovis1.6-9B |   InternVL2.5-4B-MPO | Ovis2-4B   | Ovis2-8B   |
 |:-----------------------------|:---------------:|:--------------------:|:---------------:|:------------:|:--------------------:|:----------:|:----------:|
 | MMBench-V1.1<sub>test</sub>  | 82.6            | 82.0                 | 80.6            |         80.5 |                 77.8 | 81.4       | **83.6**   |
 | MMStar                       | 64.1            | **65.2**             | 63.3            |         62.9 |                 61   | 61.9       | 64.6       |
@@ -69,6 +69,13 @@ We are pleased to announce the release of **Ovis2**, our latest advancement in m
 | MTVQA                        | 28.5            | 27.2                 | 23.1            |         19.2 |                 28   | 29.4       | **29.7**   |
 
 ### Video Benchmark
+|  Benchmark          | Qwen2.5-VL-7B | InternVL2.5-8B | LLaVA-OV-7B        | InternVL2.5-4B | Ovis2-4B  | Ovis2-8B      |
+|:--------------------|:-------------:|:--------------:|:------------------:|:--------------:|:---------:|:-------------:|
+| VideoMME(wo/w-subs) | 65.1/71.6     | 64.2 / 66.9    | 58.2/61.5          | 62.3 / 63.6    | 64.0/66.3 | **68.0/71.6** |
+| MVBench             | 69.6          | **72.0**       | 56.7               | 71.6           | 68.45     | 68.15         |
+| MLVU(M-Avg/G-Avg)   | 70.2/-        | 68.9/-         | 64.7/-             | 68.3/-         | 70.8/4.23 | **76.4**/4.25 |
+| MMBench-Video       | 1.79          | 1.68           | -                  | 1.73           | 1.69      | **1.85**      |
+| TempCompass         | **71.7**      | -              | -                  | -              | 67.02     | 69.28         |
 
 ## Usage
 Below is a code snippet demonstrating how to run Ovis with various input types. For additional usage instructions, including inference wrapper and Gradio UI, please refer to [Ovis GitHub](https://github.com/AIDC-AI/Ovis?tab=readme-ov-file#inference).