Update README.md

README.md

@@ -4,12 +4,11 @@ license: mit
 
 ## This is the benchmark dataset for ["A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs"](https://arxiv.org/abs/2402.07116)
 
-# The structure of the dataset is as follows:
+# The structure of the jsonl files is as follows:
 
 1. q-bench2-a1-dev.jsonl (**with** *img_path*, *question*, *answer_candidates*, *correct_answer*)
 2. q-bench2-a1-test.jsonl (**with** *img_path*, *question*, *answer_candidates*, **without** *correct_answer*)
 3. q-bench2-a2.jsonl (**with** *img_path*, *empty response*)
-4. q-bench-compare.zip (image files)
 
 # The img_path is organized as *prefix* + *img1* + \_cat\_ + *img2* + *.jpg*
 
@@ -24,7 +23,7 @@ def get_img_names(img_path, prefix = "path_to_all_single_images"):
   img2_name = os.path.join(prefix,img_paths[1])
   return img1_name,img2_name
 ```
-# The file structure is:
+# The image file structure is:
 
 1. all_single_images: all of the single images used
 2. llvisionqa_compare_dev: the concatenated images for the dev subset of the perception-compare task