Update README.md

README.md

@@ -44,6 +44,28 @@ It is _**the largest open-source vision/vision-language foundation model (14B)**
 ```python
 TODO
 ```
+## Evaluation
+
+
+**MultiModal Benchmark**
+
+| model                                                                             | MME            | MMB<sub>dev/test</sub> | MMB-CN<sub>dev/test</sub> | POPE | MMMU<sub>val/test</sub> | CMMMU<sub>val/test</sub> | Tiny<sub>LVLM</sub> | LLaVA<sub>bench</sub> |
+| --------------------------------------------------------------------------------- | -------------- | ---------------------- | ------------------------- | ---- | ----------------------- | ------------------------ | ------------------- | --------------------- |
+| [InternVL-Chat-V1.1](https://huggingface.co/OpenGVLab/InternVL-Chat-Chinese-V1.1) | 1672.3 / 341.1 | 76.6 / 75.4            | 71.5 / 70.1               | 87.2 | 39.1 / 35.3             | TODO                     | 344.5               | 76.3                  |
+
+
+**Visual Question Answering**
+
+| model                                                                             | VQAv2<sub>test</sub> | OKVQA<sub>val</sub> | TextVQA<sub>val</sub> | VizWiz<sub>val/test</sub> | AI2D<sub>test</sub> | GQA<sub>test</sub> | SQA<sub>test</sub> |
+| --------------------------------------------------------------------------------- | -------------------- | ------------------- | --------------------- | ------------------------- | ------------------- | ------------------ | ------------------ |
+| [InternVL-Chat-V1.1](https://huggingface.co/OpenGVLab/InternVL-Chat-Chinese-V1.1) | 80.9                 | 64.2                | 65.8                  | 58.3 / 57.3               | 70.23               | 62.4               | 91.2               |
+
+**Image Captioning**
+
+| model                                                                             | COCO<sub>test</sub> | Flickr30K<sub>test</sub> | NoCaps<sub>val</sub> |
+| --------------------------------------------------------------------------------- | ------------------- | ------------------------ | -------------------- |
+| [InternVL-Chat-V1.1](https://huggingface.co/OpenGVLab/InternVL-Chat-Chinese-V1.1) | 141.8               | 84.3                     | 120.4                |
+
 
 ## Citation