dev(narugo): recreate classify benchmark

"""

Overview:

    A model for classifying anime images into 4 classes (``3d``, ``bangumi``, ``comic`` and ``illustration``).

    The following are sample images for testing.

    .. image:: classify.plot.py.svg

        :align: center

    This is an overall benchmark of all the classification validation models:

    .. image:: classify_benchmark.plot.py.svg

        :align: center

    The models are hosted on

    `huggingface - deepghs/anime_classification <https://huggingface.co/deepghs/anime_classification>`_.

"""

from functools import lru_cache

from typing import Tuple, Optional, Dict