The 100 datapoints and the evaluation function with 6 groups. The first ICL group is samples 1-21, second group is 22-50, third group is 51-60, fourth group is 61-70, the fifth is 71-80 and the sixth group is 80-100.
The image files and json files of the same number is a pair. The json file contain: the question, a list of keys and a list with each element is an example output of the cooresponding key.
The evaluation function requires the llm output contain the key pattern such as: "Overal: " where 'overall' is a key. The score is 0 if the key pattern is not found. Otherwise score is the Bertscore between the llm outputs and example outputs.