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metadata
dataset_info:
  - config_name: task_1_volume
    features:
      - name: sample_id
        dtype: string
      - name: query_image_1_color
        dtype: image
      - name: query_image_2_color
        dtype: image
      - name: query_image_1_color_axes
        dtype: image
      - name: query_image_2_color_axes
        dtype: image
      - name: query_image_1_uncolor
        dtype: image
      - name: query_image_2_uncolor
        dtype: image
      - name: query_image_1_uncolor_axes
        dtype: image
      - name: query_image_2_uncolor_axes
        dtype: image
      - name: answer
        dtype: int32
      - name: distractors
        list: int32
      - name: base_blocks_json
        dtype: string
    splits:
      - name: train
        num_bytes: 48676689
        num_examples: 300
    download_size: 48723789
    dataset_size: 48676689
  - config_name: task_2_packaging
    features:
      - name: sample_id
        dtype: string
      - name: query_image_1_color
        dtype: image
      - name: query_image_2_color
        dtype: image
      - name: query_image_1_color_axes
        dtype: image
      - name: query_image_2_color_axes
        dtype: image
      - name: query_image_1_uncolor
        dtype: image
      - name: query_image_2_uncolor
        dtype: image
      - name: query_image_1_uncolor_axes
        dtype: image
      - name: query_image_2_uncolor_axes
        dtype: image
      - name: box_dims
        list: int32
      - name: answer
        dtype: bool
    splits:
      - name: train
        num_bytes: 48633092
        num_examples: 300
    download_size: 48707929
    dataset_size: 48633092
  - config_name: task_3_difference
    features:
      - name: pair_id
        dtype: string
      - name: sample_a_id
        dtype: string
      - name: sample_b_id
        dtype: string
      - name: query_a_image_1_color
        dtype: image
      - name: query_a_image_2_color
        dtype: image
      - name: query_a_image_1_color_axes
        dtype: image
      - name: query_a_image_2_color_axes
        dtype: image
      - name: query_a_image_1_uncolor
        dtype: image
      - name: query_a_image_2_uncolor
        dtype: image
      - name: query_a_image_1_uncolor_axes
        dtype: image
      - name: query_a_image_2_uncolor_axes
        dtype: image
      - name: query_b_image_1_color
        dtype: image
      - name: query_b_image_2_color
        dtype: image
      - name: query_b_image_1_color_axes
        dtype: image
      - name: query_b_image_2_color_axes
        dtype: image
      - name: query_b_image_1_uncolor
        dtype: image
      - name: query_b_image_2_uncolor
        dtype: image
      - name: query_b_image_1_uncolor_axes
        dtype: image
      - name: query_b_image_2_uncolor_axes
        dtype: image
      - name: vol_a
        dtype: int32
      - name: vol_b
        dtype: int32
      - name: answer_intersection
        dtype: int32
      - name: answer_only_a
        dtype: int32
      - name: answer_only_b
        dtype: int32
      - name: answer_color_aware_intersection
        dtype: int32
      - name: answer_color_aware_only_a
        dtype: int32
      - name: answer_color_aware_only_b
        dtype: int32
    splits:
      - name: train
        num_bytes: 97413442
        num_examples: 300
    download_size: 97542358
    dataset_size: 97413442
  - config_name: task_4_composition
    features:
      - name: sample_id
        dtype: string
      - name: query_image_1_color
        dtype: image
      - name: query_image_2_color
        dtype: image
      - name: query_image_1_color_axes
        dtype: image
      - name: query_image_2_color_axes
        dtype: image
      - name: color_distribution_json
        dtype: string
      - name: n_distinct_colors
        dtype: int32
    splits:
      - name: train
        num_bytes: 25770903
        num_examples: 300
    download_size: 25781755
    dataset_size: 25770903
  - config_name: task_a_projection
    features:
      - name: sample_id
        dtype: string
      - name: subtask
        dtype: string
      - name: query_image_1_color
        dtype: image
      - name: query_image_2_color
        dtype: image
      - name: query_image_1_color_axes
        dtype: image
      - name: query_image_2_color_axes
        dtype: image
      - name: query_image_1_uncolor
        dtype: image
      - name: query_image_2_uncolor
        dtype: image
      - name: query_image_1_uncolor_axes
        dtype: image
      - name: query_image_2_uncolor_axes
        dtype: image
      - name: candidate_0_color
        dtype: image
      - name: candidate_1_color
        dtype: image
      - name: candidate_2_color
        dtype: image
      - name: candidate_0_uncolor
        dtype: image
      - name: candidate_1_uncolor
        dtype: image
      - name: candidate_2_uncolor
        dtype: image
      - name: answer_idx
        dtype: int32
      - name: answer_plane
        dtype: string
    splits:
      - name: train
        num_bytes: 311777317
        num_examples: 1788
    download_size: 313986512
    dataset_size: 311777317
  - config_name: task_b_reconstruct
    features:
      - name: sample_id
        dtype: string
      - name: distractor_sample_id
        dtype: string
      - name: silhouette_0_color
        dtype: image
      - name: silhouette_1_color
        dtype: image
      - name: silhouette_2_color
        dtype: image
      - name: silhouette_0_uncolor
        dtype: image
      - name: silhouette_1_uncolor
        dtype: image
      - name: silhouette_2_uncolor
        dtype: image
      - name: candidate_0_color
        dtype: image
      - name: candidate_0_color_axes
        dtype: image
      - name: candidate_0_uncolor
        dtype: image
      - name: candidate_0_uncolor_axes
        dtype: image
      - name: candidate_1_color
        dtype: image
      - name: candidate_1_color_axes
        dtype: image
      - name: candidate_1_uncolor
        dtype: image
      - name: candidate_1_uncolor_axes
        dtype: image
      - name: answer_idx
        dtype: int32
    splits:
      - name: train
        num_bytes: 52934910
        num_examples: 300
    download_size: 53088010
    dataset_size: 52934910
configs:
  - config_name: task_1_volume
    data_files:
      - split: train
        path: task_1_volume/train-*
  - config_name: task_2_packaging
    data_files:
      - split: train
        path: task_2_packaging/train-*
  - config_name: task_3_difference
    data_files:
      - split: train
        path: task_3_difference/train-*
  - config_name: task_4_composition
    data_files:
      - split: train
        path: task_4_composition/train-*
  - config_name: task_a_projection
    data_files:
      - split: train
        path: task_a_projection/train-*
  - config_name: task_b_reconstruct
    data_files:
      - split: train
        path: task_b_reconstruct/train-*

BED: Blind 3D (B3D) dataset for VLMs

bed Background Removed

  • Main Authors: Nguyen Kim Hai Bui, An Ngo Xuan
  • Initial Idea: Khai Le Duc