weikaih's picture
Add VSI-Bench Navigation QA Dataset v3 with movement type filtering and factual error fixes
fbe05d4 verified
metadata
dataset_info:
  features:
    - name: question
      dtype: string
    - name: answer
      dtype: string
    - name: choices
      sequence: string
    - name: frames
      sequence: string
    - name: topdown_map
      dtype: image
    - name: scene_name
      dtype: string
    - name: trajectory_id
      dtype: string
    - name: question_type
      dtype: string
    - name: difficulty
      dtype: string
    - name: total_frames
      dtype: int64
    - name: movement_type
      dtype: string
    - name: metadata
      struct:
        - name: frame_count
          dtype: int64
        - name: generation_method
          dtype: string
        - name: has_topdown_map
          dtype: bool
        - name: movement_type
          dtype: string
        - name: question_metadata
          struct:
            - name: actual_relative_position
              dtype: string
            - name: categories
              sequence: string
            - name: category
              dtype: string
            - name: choices
              sequence: string
            - name: correct_count
              dtype: int64
            - name: correct_direction
              dtype: string
            - name: correct_order
              sequence: string
            - name: correct_turn
              dtype: string
            - name: count
              dtype: int64
            - name: direction_source
              dtype: string
            - name: end_frame
              dtype: int64
            - name: end_obj
              dtype: string
            - name: frame_idx
              dtype: int64
            - name: frame_indices
              sequence: int64
            - name: frame_number
              dtype: int64
            - name: mid_frame
              dtype: int64
            - name: mid_obj
              dtype: string
            - name: movement_distances
              sequence: float64
            - name: objects
              sequence: string
            - name: orienting_obj
              dtype: string
            - name: pixel_coverage
              dtype: float64
            - name: positioning_obj
              dtype: string
            - name: query_angle
              dtype: float64
            - name: query_angle_degrees
              dtype: float64
            - name: query_obj
              dtype: string
            - name: query_obj_distance
              dtype: float64
            - name: query_obj_semantic_id
              dtype: string
            - name: question_index
              dtype: int64
            - name: route_length
              dtype: int64
            - name: start_frame
              dtype: int64
            - name: start_obj
              dtype: string
            - name: template
              dtype: string
            - name: turn_angle_degrees
              dtype: float64
            - name: turn_angle_radians
              dtype: float64
            - name: type
              dtype: string
            - name: warning
              dtype: string
        - name: task_type
          dtype: string
  splits:
    - name: train
      num_bytes: 10357186079.115404
      num_examples: 26628
    - name: validation
      num_bytes: 1306723174.831553
      num_examples: 3328
    - name: test
      num_bytes: 1285308737.151043
      num_examples: 3330
  download_size: 11899927529
  dataset_size: 12949217991.098
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*