arc

• Description:

ARC can be seen as a general artificial intelligence benchmark, as a program synthesis benchmark, or as a psychometric intelligence test. It is targeted at both humans and artificially intelligent systems that aim at emulating a human-like form of general fluid intelligence.

• Config description: ARC commit bd9e2c9 from 2019-12-06

• Homepage: https://github.com/fchollet/ARC/

• Source code: tfds.image.ARC

• Versions:

  • 1.0.0 (default): No release notes.

• Download size: 465.07 KiB

• Dataset size: Unknown size

• Auto-cached (documentation): Unknown

• Splits:

Split	Examples
'test'	400
'train'	400

• Features:

FeaturesDict({
    'task_id': Text(shape=(), dtype=tf.string),
    'test': Sequence({
        'input': Sequence(Sequence(tf.int32)),
        'output': Sequence(Sequence(tf.int32)),
    }),
    'train': Sequence({
        'input': Sequence(Sequence(tf.int32)),
        'output': Sequence(Sequence(tf.int32)),
    }),
})

• Supervised keys (See as_supervised doc): None

• Citation:

@misc{chollet_francois_2019,
  title     = {The Measure of Intelligence},
  url       = {https://arxiv.org/abs/1911.01547},
  journal   = {arXiv.org},
  author    = {Francois Chollet},
  year      = {2019},
  month     = {Nov}
}

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe):

arc/2019-12-06 (default config)