RAVEN / README.md
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---
dataset_info:
- config_name: center_single
features:
- name: panels
list: image
- name: choices
list: image
- name: structure
dtype:
array2_d:
shape:
- 1
- 8
dtype: string
- name: meta_matrix
dtype:
array2_d:
shape:
- 8
- 9
dtype: uint8
- name: meta_target
dtype:
array2_d:
shape:
- 1
- 9
dtype: uint8
- name: meta_structure
dtype:
array2_d:
shape:
- 1
- 21
dtype: uint8
- name: target
dtype: uint8
- name: id
dtype: int32
- name: metadata
dtype: string
splits:
- name: train
num_bytes: 219804916.0
num_examples: 6000
- name: validation
num_bytes: 73611915.0
num_examples: 2000
- name: test
num_bytes: 73880331.0
num_examples: 2000
download_size: 213062764
dataset_size: 367297162.0
- config_name: distribute_four
features:
- name: panels
list: image
- name: choices
list: image
- name: structure
dtype:
array2_d:
shape:
- 1
- 8
dtype: string
- name: meta_matrix
dtype:
array2_d:
shape:
- 8
- 9
dtype: uint8
- name: meta_target
dtype:
array2_d:
shape:
- 1
- 9
dtype: uint8
- name: meta_structure
dtype:
array2_d:
shape:
- 1
- 21
dtype: uint8
- name: target
dtype: uint8
- name: id
dtype: int32
- name: metadata
dtype: string
splits:
- name: train
num_bytes: 255341749.0
num_examples: 6000
- name: validation
num_bytes: 85646249.0
num_examples: 2000
- name: test
num_bytes: 85553961.0
num_examples: 2000
download_size: 272347298
dataset_size: 426541959.0
- config_name: distribute_nine
features:
- name: panels
list: image
- name: choices
list: image
- name: structure
dtype:
array2_d:
shape:
- 1
- 8
dtype: string
- name: meta_matrix
dtype:
array2_d:
shape:
- 8
- 9
dtype: uint8
- name: meta_target
dtype:
array2_d:
shape:
- 1
- 9
dtype: uint8
- name: meta_structure
dtype:
array2_d:
shape:
- 1
- 21
dtype: uint8
- name: target
dtype: uint8
- name: id
dtype: int32
- name: metadata
dtype: string
splits:
- name: train
num_bytes: 349108622.0
num_examples: 6000
- name: validation
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num_examples: 2000
- name: test
num_bytes: 116742247.0
num_examples: 2000
download_size: 352013405
dataset_size: 583984479.0
- config_name: in_center_single_out_center_single
features:
- name: panels
list: image
- name: choices
list: image
- name: structure
dtype:
array2_d:
shape:
- 1
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dtype: string
- name: meta_matrix
dtype:
array2_d:
shape:
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dtype: uint8
- name: meta_target
dtype:
array2_d:
shape:
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dtype: uint8
- name: meta_structure
dtype:
array2_d:
shape:
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dtype: uint8
- name: target
dtype: uint8
- name: id
dtype: int32
- name: metadata
dtype: string
splits:
- name: train
num_bytes: 342483526.0
num_examples: 6000
- name: validation
num_bytes: 114191360.0
num_examples: 2000
- name: test
num_bytes: 114324613.0
num_examples: 2000
download_size: 354453412
dataset_size: 570999499.0
- config_name: in_distribute_four_out_center_single
features:
- name: panels
list: image
- name: choices
list: image
- name: structure
dtype:
array2_d:
shape:
- 1
- 8
dtype: string
- name: meta_matrix
dtype:
array2_d:
shape:
- 8
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dtype: uint8
- name: meta_target
dtype:
array2_d:
shape:
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dtype: uint8
- name: meta_structure
dtype:
array2_d:
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dtype: uint8
- name: target
dtype: uint8
- name: id
dtype: int32
- name: metadata
dtype: string
splits:
- name: train
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num_examples: 6000
- name: validation
num_bytes: 125685012.0
num_examples: 2000
- name: test
num_bytes: 124616415.0
num_examples: 2000
download_size: 371649861
dataset_size: 624434007.0
- config_name: left_center_single_right_center_single
features:
- name: panels
list: image
- name: choices
list: image
- name: structure
dtype:
array2_d:
shape:
- 1
- 8
dtype: string
- name: meta_matrix
dtype:
array2_d:
shape:
- 8
- 9
dtype: uint8
- name: meta_target
dtype:
array2_d:
shape:
- 1
- 9
dtype: uint8
- name: meta_structure
dtype:
array2_d:
shape:
- 1
- 21
dtype: uint8
- name: target
dtype: uint8
- name: id
dtype: int32
- name: metadata
dtype: string
splits:
- name: train
num_bytes: 252973967.0
num_examples: 6000
- name: validation
num_bytes: 85214590.0
num_examples: 2000
- name: test
num_bytes: 84771828.0
num_examples: 2000
download_size: 238890851
dataset_size: 422960385.0
- config_name: up_center_single_down_center_single
features:
- name: panels
list: image
- name: choices
list: image
- name: structure
dtype:
array2_d:
shape:
- 1
- 8
dtype: string
- name: meta_matrix
dtype:
array2_d:
shape:
- 8
- 9
dtype: uint8
- name: meta_target
dtype:
array2_d:
shape:
- 1
- 9
dtype: uint8
- name: meta_structure
dtype:
array2_d:
shape:
- 1
- 21
dtype: uint8
- name: target
dtype: uint8
- name: id
dtype: int32
- name: metadata
dtype: string
splits:
- name: train
num_bytes: 249153679.0
num_examples: 6000
- name: validation
num_bytes: 83628250.0
num_examples: 2000
- name: test
num_bytes: 83734170.0
num_examples: 2000
download_size: 246945860
dataset_size: 416516099.0
configs:
- config_name: center_single
data_files:
- split: train
path: center_single/train-*
- split: validation
path: center_single/validation-*
- split: test
path: center_single/test-*
- config_name: distribute_four
data_files:
- split: train
path: distribute_four/train-*
- split: validation
path: distribute_four/validation-*
- split: test
path: distribute_four/test-*
- config_name: distribute_nine
data_files:
- split: train
path: distribute_nine/train-*
- split: validation
path: distribute_nine/validation-*
- split: test
path: distribute_nine/test-*
- config_name: in_center_single_out_center_single
data_files:
- split: train
path: in_center_single_out_center_single/train-*
- split: validation
path: in_center_single_out_center_single/validation-*
- split: test
path: in_center_single_out_center_single/test-*
- config_name: in_distribute_four_out_center_single
data_files:
- split: train
path: in_distribute_four_out_center_single/train-*
- split: validation
path: in_distribute_four_out_center_single/validation-*
- split: test
path: in_distribute_four_out_center_single/test-*
- config_name: left_center_single_right_center_single
data_files:
- split: train
path: left_center_single_right_center_single/train-*
- split: validation
path: left_center_single_right_center_single/validation-*
- split: test
path: left_center_single_right_center_single/test-*
- config_name: up_center_single_down_center_single
data_files:
- split: train
path: up_center_single_down_center_single/train-*
- split: validation
path: up_center_single_down_center_single/validation-*
- split: test
path: up_center_single_down_center_single/test-*
---
Dataset from [RAVEN: A Dataset for Relational and Analogical Visual rEasoNing
](https://arxiv.org/abs/1903.02741).
Homepage: https://github.com/WellyZhang/RAVEN