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Add AI2-Thor Perspective Taking QA Dataset with dual image capture and enhanced metadata
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metadata
dataset_info:
  features:
    - name: question
      dtype: string
    - name: answer
      dtype: string
    - name: choices
      list: string
    - name: marked_image
      dtype: image
    - name: new_perspective
      dtype: image
    - name: scene_name
      dtype: string
    - name: trajectory_id
      dtype: string
    - name: question_type
      dtype: string
    - name: difficulty
      dtype: string
    - name: movement_type
      dtype: string
    - name: platform
      dtype: string
    - name: metadata
      struct:
        - name: generation_method
          dtype: string
        - name: has_marked_image
          dtype: bool
        - name: has_new_perspective
          dtype: bool
        - name: original_question_with_choices
          dtype: string
        - name: question_metadata
          struct:
            - name: agent_states
              struct:
                - name: initial
                  struct:
                    - name: cameraHorizon
                      dtype: float64
                    - name: position
                      struct:
                        - name: x
                          dtype: float64
                        - name: 'y'
                          dtype: float64
                        - name: z
                          dtype: float64
                    - name: rotation
                      struct:
                        - name: x
                          dtype: float64
                        - name: 'y'
                          dtype: float64
                        - name: z
                          dtype: float64
                - name: new
                  struct:
                    - name: cameraHorizon
                      dtype: float64
                    - name: position
                      struct:
                        - name: x
                          dtype: float64
                        - name: 'y'
                          dtype: float64
                        - name: z
                          dtype: float64
                    - name: rotation
                      struct:
                        - name: x
                          dtype: float64
                        - name: 'y'
                          dtype: float64
                        - name: z
                          dtype: float64
            - name: answer_choices
              list: string
            - name: batch_id
              dtype: int64
            - name: image_paths
              struct:
                - name: new_perspective
                  dtype: string
                - name: original_marked
                  dtype: string
            - name: movement_info
              struct:
                - name: direction
                  dtype: string
                - name: rotation_change
                  dtype: float64
                - name: target_point_2d
                  list: float64
                - name: target_position_3d
                  struct:
                    - name: x
                      dtype: float64
                    - name: 'y'
                      dtype: float64
                    - name: z
                      dtype: float64
            - name: object_info
              struct:
                - name: distance_change
                  dtype: float64
                - name: initial_distance
                  dtype: float64
                - name: new_distance
                  dtype: float64
                - name: object_id
                  dtype: string
            - name: original_compatibility
              dtype: string
            - name: original_question
              dtype: string
            - name: question_index
              dtype: int64
            - name: sample_id
              dtype: int64
            - name: sample_index
              dtype: int64
            - name: scene_name
              dtype: string
            - name: template
              dtype: string
        - name: task_type
          dtype: string
  splits:
    - name: train
      num_bytes: 818484069.1678841
      num_examples: 1491
    - name: validation
      num_bytes: 102053794.68776824
      num_examples: 186
    - name: test
      num_bytes: 102485866.21834764
      num_examples: 187
  download_size: 786478358
  dataset_size: 1023023730.074
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*