IsoBench / README.md
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metadata
license: apache-2.0
dataset_info:
  - config_name: graph_connectivity
    features:
      - name: image
        dtype: image
      - name: query_nodes_color
        dtype: string
      - name: adjacency_matrix
        dtype: string
      - name: query_node_1
        dtype: int64
      - name: query_node_2
        dtype: int64
      - name: label
        dtype: bool
      - name: id
        dtype: string
    splits:
      - name: validation
        num_bytes: 62682553
        num_examples: 128
    download_size: 19391513
    dataset_size: 62682553
  - config_name: graph_isomorphism
    features:
      - name: image
        dtype: image
      - name: adjacency_matrix_G
        dtype: string
      - name: adjacency_matrix_H
        dtype: string
      - name: label
        dtype: bool
      - name: id
        dtype: string
    splits:
      - name: validation
        num_bytes: 25082487
        num_examples: 128
    download_size: 8931620
    dataset_size: 25082487
  - config_name: graph_maxflow
    features:
      - name: image
        dtype: image
      - name: source_node
        dtype: int64
      - name: source_node_color
        dtype: string
      - name: sink_node
        dtype: int64
      - name: sink_node_color
        dtype: string
      - name: adjacency_matrix
        dtype: string
      - name: label
        dtype: int64
      - name: id
        dtype: string
    splits:
      - name: validation
        num_bytes: 44530168
        num_examples: 128
    download_size: 16112025
    dataset_size: 44530168
  - config_name: math_breakpoint
    features:
      - name: image
        dtype: image
      - name: xlim
        dtype: float64
      - name: latex
        dtype: string
      - name: code
        dtype: string
      - name: label
        dtype: int64
      - name: id
        dtype: string
    splits:
      - name: validation
        num_bytes: 6904764
        num_examples: 256
    download_size: 6832182
    dataset_size: 6904764
  - config_name: math_convexity
    features:
      - name: image
        dtype: image
      - name: xlim
        dtype: string
      - name: latex
        dtype: string
      - name: code
        dtype: string
      - name: label
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: validation
        num_bytes: 5103674
        num_examples: 256
    download_size: 5063724
    dataset_size: 5103674
  - config_name: math_parity
    features:
      - name: image
        dtype: image
      - name: xlim
        dtype: float64
      - name: latex
        dtype: string
      - name: code
        dtype: string
      - name: label
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: validation
        num_bytes: 7703810
        num_examples: 378
    download_size: 7670876
    dataset_size: 7703810
configs:
  - config_name: graph_connectivity
    data_files:
      - split: validation
        path: graph_connectivity/validation-*
  - config_name: graph_isomorphism
    data_files:
      - split: validation
        path: graph_isomorphism/validation-*
  - config_name: graph_maxflow
    data_files:
      - split: validation
        path: graph_maxflow/validation-*
  - config_name: math_breakpoint
    data_files:
      - split: validation
        path: math_breakpoint/validation-*
  - config_name: math_convexity
    data_files:
      - split: validation
        path: math_convexity/validation-*
  - config_name: math_parity
    data_files:
      - split: validation
        path: math_parity/validation-*