Update README.md

README.md

@@ -396,7 +396,45 @@ pretty_name: visual_language
 
 This dataset is used to evaluate how Large Vision-Language Models (LVLMs) perform the visual question-answering tasks: understanding the input image or halluciating with the knowledge in the language module.
 
-We provide a testmini set that includes all types of evaluations.
+We provide a testmini set that includes all types of evaluations. More details can be found below.
+
+---
+
+* **testmini**: a subset of all types of evaluation.
+
+
+* **Entity_KF_NR**: a QA dataset to evaluate the model's **recognition ability** of **entities** under the **knowledge-free** setting.
+
+* **Entity_KF_NC**: a QA dataset to evaluate the model's **counting ability** of **entities** under the **knowledge-free** setting.
+
+* **Entity_KR_NR**: a QA dataset to evaluate the model's **recognition ability** of **entities** under the **knowledge-required** setting.
+
+* **Entity_KR_NC**: a QA dataset to evaluate the model's **counting ability** of **entities** under the **knowledge-required** setting.
+
+* **Relation_KF_NR**: a QA dataset to evaluate the model's **recognition ability** of **relations** under the **knowledge-free** setting.
+
+* **Relation_KF_NC**: a QA dataset to evaluate the model's **counting ability** of **relations** under the **knowledge-free** setting.
+
+* **Relation_KR_NR**: a QA dataset to evaluate the model's **recognition ability** of **relations** under the **knowledge-required** setting.
+
+* **Relation_KR_NC**: a QA dataset to evaluate the model's **counting ability** of **relations** under the **knowledge-required** setting.
+
+
+* **syn_icon**: a QA dataset to evaluate the model's **recognition and counting ability** of **entities** that are represented by **visual icons**.
+
+* **syn_text**: a QA dataset to evaluate the model's **recognition and counting ability** of **entities** that are represented by **text labels**.
+
+* **syn_pos**: a QA dataset to evaluate the model's **recognition and counting ability** of **entity positions**.
+
+* **syn_rel**: a QA dataset to evaluate the model's **recognition and counting ability** of **relations**.
+
+* **syn_rel_complex**: a QA dataset to evaluate the model's **recognition and counting ability** of **relations** that are represented in **multiple forms**.
+
+* **syn_rel_know**: a QA dataset to evaluate the model's **recognition and counting ability** of **relations** that are **consistent with commonsense knowledge**.
+
+* **syn_rel_pos**: a QA dataset to evaluate the model's **recognition and counting ability** of **relation positions**.
+
+---
 
 # Citation