OpenCompass/opencompass/datasets/subjective/compass_arena.py

from datasets import Dataset

from opencompass.registry import LOAD_DATASET

from .subjective_cmp import SubjectiveCmpDataset


@LOAD_DATASET.register_module()
class CompassArenaDataset(SubjectiveCmpDataset):

    def load(self, path: str, name: str, *args, **kwargs):
        dataset = list(super().load(path, name))
        creation_dataset = []
        for data in dataset:
            if 'reference' in data['others']:
                if data['others']['reference'] is not None:
                    data['ref'] = data['others']['reference']
                else:
                    data['ref'] = '满足用户需求，言之有理即可'
            else:
                data['ref'] = '满足用户需求，言之有理即可'
            creation_dataset.append(data)
        dataset = Dataset.from_list(creation_dataset)
        return dataset