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  1. .gitattributes +60 -0
  2. README.md +120 -0
  3. annoration.json +0 -0
  4. examples.json +98 -0
  5. images/00fb9264-supermarket_4.png +3 -0
  6. images/028e9330-library_8.png +3 -0
  7. images/02cd6456-livingroom_9.png +3 -0
  8. images/037a4ef9-kitchen_21.png +3 -0
  9. images/03bc69ab-meeting_room_9.png +3 -0
  10. images/058006e6-office_14.png +3 -0
  11. images/05aa8719-library_14.png +3 -0
  12. images/064cfa2a-kitchen_6.png +3 -0
  13. images/06831454-livingroom_39.png +3 -0
  14. images/06a4125b-library_6.png +3 -0
  15. images/0762b4ca-supermarket_29.png +3 -0
  16. images/0ab07e86-office_8.png +3 -0
  17. images/0c7b86e0-food_2.png +3 -0
  18. images/0d50dfd1-kitchen_5.png +3 -0
  19. images/10e6c483-livingroom_18.png +3 -0
  20. images/10f21d42-street_7.png +3 -0
  21. images/11ae6588-food_3.1.png +3 -0
  22. images/125a8e55-library_7.png +3 -0
  23. images/12c4871e-supermarket_21.png +3 -0
  24. images/135ae45e-food_11.png +3 -0
  25. images/15da5e00-restaurant_1.png +3 -0
  26. images/1614ea00-studio_1.png +3 -0
  27. images/16982f74-supermarket_23.png +3 -0
  28. images/16f4eb2e-kitchen_4.png +3 -0
  29. images/1725ceb4-livingroom_10.png +3 -0
  30. images/186f8c57-kitchen_26.png +3 -0
  31. images/188614cb-restaurant_14.png +3 -0
  32. images/191dbcfb-kitchen_24.png +3 -0
  33. images/1ae0072a-kitchen_2.png +3 -0
  34. images/1b160bcf-supermarket_8.png +3 -0
  35. images/1b2ed862-food_1.png +3 -0
  36. images/1c0a0906-livingroom_3.png +3 -0
  37. images/1c57fad0-livingroom_31.png +3 -0
  38. images/1c7ff13a-studio_2.png +3 -0
  39. images/1e1a63a4-supermarket_32.png +3 -0
  40. images/1eaa26d0-library_31.png +3 -0
  41. images/1ffe14ad-restaurant_16.png +3 -0
  42. images/2236ea4b-supermarket_28.png +3 -0
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  45. images/251c0707-meeting_room_5.png +3 -0
  46. images/274cc3c8-supermarket_18.png +3 -0
  47. images/27f1f6ae-supermarket_5.png +3 -0
  48. images/296aaf5f-livingroom_2.png +3 -0
  49. images/2b5fb720-street_8.png +3 -0
  50. images/2c61ab8d-supermarket_22.png +3 -0
.gitattributes ADDED
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.avro filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.mds filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.ot filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.wasm filter=lfs diff=lfs merge=lfs -text
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+ *.xz filter=lfs diff=lfs merge=lfs -text
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+ *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.aac filter=lfs diff=lfs merge=lfs -text
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+ *.flac filter=lfs diff=lfs merge=lfs -text
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+ *.mp3 filter=lfs diff=lfs merge=lfs -text
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.gif filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
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+ # Video files - compressed
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+ *.mp4 filter=lfs diff=lfs merge=lfs -text
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+ *.webm filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ dataset_info:
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+ features:
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+ - name: task_id
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+ dtype: int32
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+ - name: annotation_id
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+ dtype: int32
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+ - name: image
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+ dtype: image
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+ - name: instruction_cn
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+ dtype: string
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+ - name: instruction_en
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+ dtype: string
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+ - name: sample_id
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+ dtype: string
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+ - name: gaze_point
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+ list: int32
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+ - name: choices
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+ struct:
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+ - name: activity
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+ dtype: string
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+ - name: is_same_window
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+ dtype: string
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+ - name: place
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+ dtype: string
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+ - name: platform
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+ dtype: string
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+ - name: scenario
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+ dtype: string
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+ - name: task type
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+ dtype: string
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+ - name: ui_type
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+ dtype: string
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+ - name: target_bbox
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+ struct:
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+ - name: height
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+ dtype: float32
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+ - name: image_rotation
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+ dtype: int32
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+ - name: labels
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+ list: string
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+ - name: original_height
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+ dtype: int32
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+ - name: original_width
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+ dtype: int32
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+ - name: rotation
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+ dtype: float32
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+ - name: width
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+ dtype: float32
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+ - name: x
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+ dtype: float32
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+ - name: y
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+ dtype: float32
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+ - name: is_ok
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+ dtype: bool
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+ - name: objects
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+ struct:
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+ - name: bbox
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+ list:
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+ list: float32
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+ length: 4
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+ - name: category
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+ list:
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+ class_label:
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+ names:
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+ '0': target
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+ language:
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+ - en
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+ - zh
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+ license: cc-by-4.0
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+ tags:
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+ - computer-vision
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+ - visual-grounding
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+ - xr
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+ - egocentric
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+ - gui
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+ - apple-vision-pro
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+ - instruction-following
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+ - multimodal
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+ task_ids:
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+ - visual-grounding
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+ - object-detection
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+
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+ pretty_name: EgoXR-GUI - Egocentric XR GUI Grounding Dataset
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+ ---
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+ # EgoXR-GUI: Benchmarking GUI Grounding in Physical–Digital Extended Reality
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+
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+ EgoXR-GUI is the first extended reality (XR) specific GUI grounding benchmark. Unlike traditional desktop or mobile GUI benchmarks, EgoXR-GUI evaluates whether multimodal large language models (MLLMs) can effectively reason about virtual interfaces embedded within hybrid digital–physical environments.
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+
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+ ## Overview
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+
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+ - **Dataset Size:** 1,070 carefully curated examples. (Originally comprising more internal annotations, the final publicly released benchmark validates exactly 1,070 high-quality target grounding instructions across diverse spatial scenarios.)
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+ - **Platform:** Apple Vision Pro and other 3D/XR environments.
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+ - **Task Types:**
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+ 1. **Direct Grounding:** Simple identification.
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+ 2. **Spatial Grounding:** Reasoning about UI elements based on 3D spatial properties.
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+ 3. **Semantic Grounding:** Reasoning based on the text or icon semantics of the UI elements.
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+ - **Language Supported:** English (`instruction_en`) and Chinese (`instruction_cn`).
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+
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+ ## Data Fields
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+
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+ Each Example contains the following fields:
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+ - `task_id` & `annotation_id`: Unique identifiers for tracking the specific visual task.
104
+ - `sample_id`: External sample identifier linking back to the origin dataset source.
105
+ - `image`: The egocentric view captured from the XR headset/environment.
106
+ - `instruction_en`: The grounding prompt in English.
107
+ - `instruction_cn`: The grounding prompt in Chinese.
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+ - `gaze_point`: The tracked eye gaze coordinate `[x, y]` representing the user's attention.
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+ - `choices`: Structured dictionary showing context tags:
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+ - `is_same_window`
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+ - `ui_type`
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+ - `platform`
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+ - `scenario`
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+ - `place`
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+ - `activity`
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+ - `task type`
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+ - `target_bbox`: The exact geometrical target. Contains `x`, `y`, `width`, `height`, spatial `rotation`, and string `labels`.
118
+ - `objects`: Hugging Face standardized format representing the bounding box for Data Viewer Visualization.
119
+ - `is_ok`: Quality control boolean indicator.
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+
annoration.json ADDED
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examples.json ADDED
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+ [
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+ {
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+ "task_id": 136,
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+ "annotation_id": 227,
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+ "image": "images/b5b8eeb3-restaurant_10.png",
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+ "instruction_cn": "\u5728APP\u91cc\u6539\u53d8\u8bb0\u5f55\u65e5\u671f",
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+ "instruction_en": "change record date on the APP",
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+ "sample_id": "restaurant_10_4",
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+ "gaze_point": [
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+ ],
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+ "choices": {
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+ "is_same_window": "true",
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+ "ui_type": "text",
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+ "platform": "apple vision pro",
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+ "scenario": "Sport & Health",
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+ "place": "restaurant",
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+ "activity": "exercise",
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+ "task type": "Simple Grounding"
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+ },
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+ 0
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+ }
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+ },
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+ {
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+ "task_id": 242,
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+ "annotation_id": 1063,
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+ "image": "images/796c563c-office_15.png",
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+ "instruction_cn": "\u5c06\u89c6\u9891\u6dfb\u52a0\u5230\u7f16\u8f91\u533a",
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+ "instruction_en": "add video to editing space",
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+ "is_same_window": "true",
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+ "ui_type": "icon",
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+ "platform": "apple vision pro",
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+ "scenario": "Design & Creation",
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+ "place": "office",
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+ "activity": "video editing",
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+ "task type": "Simple Grounding"
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+ },
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images/1ae0072a-kitchen_2.png ADDED

Git LFS Details

  • SHA256: 55a09862639c712e3c4c0f245c76f393c54dcc1c8de60313a5ebfa22a6166db4
  • Pointer size: 132 Bytes
  • Size of remote file: 5.51 MB
images/1b160bcf-supermarket_8.png ADDED

Git LFS Details

  • SHA256: edcf39b83bf6cd10b95af79a4a7730de7692a42b574a8fb26f0bd726220ca395
  • Pointer size: 132 Bytes
  • Size of remote file: 8.82 MB
images/1b2ed862-food_1.png ADDED

Git LFS Details

  • SHA256: cb7cf7a5f8143ce6ed4f6585008500718d120127c6cbb20f7491c7dcafcd19d6
  • Pointer size: 132 Bytes
  • Size of remote file: 5.72 MB
images/1c0a0906-livingroom_3.png ADDED

Git LFS Details

  • SHA256: 3e44da073c448e66e07f60238cc51d86b5d3d10b1ce760701f18d8baece7497d
  • Pointer size: 132 Bytes
  • Size of remote file: 7.25 MB
images/1c57fad0-livingroom_31.png ADDED

Git LFS Details

  • SHA256: 6c3a219f3b43ea1906f13b3f0eefc738897eabe4620418617fe01dfc9630c390
  • Pointer size: 132 Bytes
  • Size of remote file: 5.04 MB
images/1c7ff13a-studio_2.png ADDED

Git LFS Details

  • SHA256: 638c9421c1e31e8890900c68edc6da59e5e544d737209a88d2495096ce18c609
  • Pointer size: 132 Bytes
  • Size of remote file: 6.51 MB
images/1e1a63a4-supermarket_32.png ADDED

Git LFS Details

  • SHA256: a0539e7d77b313ae289bb661317c8b309e292c512a349bc2dd3c56484752dfe8
  • Pointer size: 132 Bytes
  • Size of remote file: 8.64 MB
images/1eaa26d0-library_31.png ADDED

Git LFS Details

  • SHA256: d617293d0771198818b4078ae26867802a125cff7de5156f2cdfd1156198a496
  • Pointer size: 132 Bytes
  • Size of remote file: 5.7 MB
images/1ffe14ad-restaurant_16.png ADDED

Git LFS Details

  • SHA256: c830b7db12a9fdd1dd7244ba8ef4aea04a7e66f8dc258aab47d8a589f1a9038c
  • Pointer size: 132 Bytes
  • Size of remote file: 6.24 MB
images/2236ea4b-supermarket_28.png ADDED

Git LFS Details

  • SHA256: 239b60a81a9c17dc4c9e350453fde4b6cd59ada323d68140455c229affa00f57
  • Pointer size: 132 Bytes
  • Size of remote file: 8.12 MB
images/24b4a5b8-livingroom_24.png ADDED

Git LFS Details

  • SHA256: 9df01528fe2d5f53e9e04f23a58a9413ef110beee2a1567321c3ce1459e8e837
  • Pointer size: 132 Bytes
  • Size of remote file: 6.94 MB
images/250ff6d8-supermarket_24.png ADDED

Git LFS Details

  • SHA256: 9f084f7c1323d545f720a1d2754b60e8365684d0e7e0b2e6838b05a8c6294488
  • Pointer size: 132 Bytes
  • Size of remote file: 8.65 MB
images/251c0707-meeting_room_5.png ADDED

Git LFS Details

  • SHA256: d2a47a89e7545525d6633cab028892821e7c4f321e0db75f58b675fdbff73ad5
  • Pointer size: 132 Bytes
  • Size of remote file: 5.95 MB
images/274cc3c8-supermarket_18.png ADDED

Git LFS Details

  • SHA256: 0423023f5fbdcd255803515f7bc40486a24e278b04aeb3994789e7acbded31c4
  • Pointer size: 132 Bytes
  • Size of remote file: 8.82 MB
images/27f1f6ae-supermarket_5.png ADDED

Git LFS Details

  • SHA256: a64e76d7c7a83f283e93a494a6d2d494a79f86ce726f717811d107c66249c89b
  • Pointer size: 132 Bytes
  • Size of remote file: 8.91 MB
images/296aaf5f-livingroom_2.png ADDED

Git LFS Details

  • SHA256: 83dfbd71464872dc6d3a1e2480347a14502efb2ebdb32fd2004d635aec7c67e8
  • Pointer size: 132 Bytes
  • Size of remote file: 6.4 MB
images/2b5fb720-street_8.png ADDED

Git LFS Details

  • SHA256: 1bbe14328f5ae0da4c6dc4ee92c8b3eb04b2ed2106d13aee28e1f23733759ca0
  • Pointer size: 132 Bytes
  • Size of remote file: 5.82 MB
images/2c61ab8d-supermarket_22.png ADDED

Git LFS Details

  • SHA256: 4545f1e98e9a4d5dc3eb5d242c65f56220bcb1017675c2cdf801c9f3c1129151
  • Pointer size: 133 Bytes
  • Size of remote file: 10.1 MB