Update README.md

README.md

@@ -46,7 +46,7 @@ The dataset is provided in TSV format, with the following structure:
 
 ### Example from Brazil:
 
-- **Question**: Um paciente do sexo masculino, 55 anos de idade, tabagista 60 maços/ano... [Full medical question]
+- **Question**: Um paciente do sexo masculino, 55 anos de idade, tabagista 60 maços/ano... [Full medical question see below]
 - **Options**:
   - A: Aspergilose pulmonar
   - B: Carcinoma pulmonar
@@ -55,6 +55,10 @@ The dataset is provided in TSV format, with the following structure:
 - **Correct Answer**: B
   ![example](src/example.png)
 
+### Evaluate models/results:
+
+  ![results](src/results.png)
+
 ## Download and Usage
 
 The dataset can be downloaded from [Hugging Face datasets page](https://huggingface.co/datasets/WorldMedQA/V). All code for handling and evaluating the dataset is available in the following repositories:
@@ -68,7 +72,7 @@ Please cite this dataset as follows:
 ```bibtex
 @article{WorldMedQA-V2024,
   title={WorldMedQA-V: A Multilingual, Multimodal Medical Examination Dataset},
-  author={João Matos et al.},
+  author={Matos and Chen et al.},
   journal={Preprint},
   year={2024},
 }