Datasets:
Formats:
parquet
Languages:
English
Size:
1K - 10K
ArXiv:
Tags:
embodied-ai
embodied-navigation
urban-airspace
drone-navigation
multimodal-reasoning
spatial-reasoning
License:
| { | |
| "source": "dataset/navi_data.pkl", | |
| "num_samples": 5037, | |
| "note": "This JSON is a human-readable preview. Ground-truth data is stored in the PKL file.", | |
| "fields": { | |
| "folder": "str, scene folder identifier", | |
| "start_pos": "float[3], initial drone world position (x, y, z)", | |
| "start_rot": "float[3], initial drone orientation (roll, pitch, yaw in radians)", | |
| "start_ang": "float, initial camera gimbal angle in degrees", | |
| "task_desc": "str, natural-language navigation goal description", | |
| "target_pos": "float[3], target world position (x, y, z)", | |
| "gt_traj": "float[N,3], ground-truth trajectory points", | |
| "gt_traj_len": "float, ground-truth trajectory length" | |
| }, | |
| "statistics": { | |
| "gt_traj_len_min": 20.0, | |
| "gt_traj_len_max": 1450.006205125028, | |
| "gt_traj_len_mean": 158.47320929108906 | |
| }, | |
| "preview_samples": [ | |
| { | |
| "sample_index": 0, | |
| "folder": "0", | |
| "task_desc": "the roof on the white house in front of you", | |
| "start_pos": [ | |
| 7644.1665, | |
| -3637.45654, | |
| -22.36726 | |
| ], | |
| "start_rot": [ | |
| 0.0, | |
| 0.0, | |
| 1.96349536 | |
| ], | |
| "start_ang": 0.0, | |
| "target_pos": [ | |
| 7625.03223, | |
| -3591.2627, | |
| -12.367259 | |
| ], | |
| "gt_traj_len": 59.999912430650184, | |
| "gt_traj_num_points": 7, | |
| "gt_traj_preview_first5": [ | |
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| ] | |
| ] | |
| }, | |
| { | |
| "sample_index": 1, | |
| "folder": "1", | |
| "task_desc": "the nearby terrace on the 29th floor of a yellow-exterior building, with the number 29 on the exterior wall", | |
| "start_pos": [ | |
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| ], | |
| "start_rot": [ | |
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| 0.0, | |
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| ], | |
| "start_ang": 0.0, | |
| "target_pos": [ | |
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| -3582.79956, | |
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| ], | |
| "gt_traj_len": 159.99963191243666, | |
| "gt_traj_num_points": 27, | |
| "gt_traj_preview_first5": [ | |
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| }, | |
| { | |
| "sample_index": 2, | |
| "folder": "2", | |
| "task_desc": "the area in front of and beside the black vehicle", | |
| "start_pos": [ | |
| 6558.31348, | |
| -4182.68701, | |
| -2.36725903 | |
| ], | |
| "start_rot": [ | |
| 0.0, | |
| 0.0, | |
| -3.14159254 | |
| ], | |
| "start_ang": 0.0, | |
| "target_pos": [ | |
| 6434.1499, | |
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| ], | |
| "gt_traj_len": 140.0004342893851, | |
| "gt_traj_num_points": 22, | |
| "gt_traj_preview_first5": [ | |
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| ], | |
| [ | |
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| [ | |
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| ] | |
| }, | |
| { | |
| "sample_index": 3, | |
| "folder": "3", | |
| "task_desc": "上方米色外墙的建筑的22楼的露台(外墙有标数字)", | |
| "start_pos": [ | |
| 5827.45605, | |
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| ], | |
| "start_rot": [ | |
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| 0.0, | |
| 2.74889343 | |
| ], | |
| "start_ang": 45.0, | |
| "target_pos": [ | |
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| ], | |
| "gt_traj_len": 129.99999632428458, | |
| "gt_traj_num_points": 18, | |
| "gt_traj_preview_first5": [ | |
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| }, | |
| { | |
| "sample_index": 4, | |
| "folder": "4", | |
| "task_desc": "The pink tree in front of the gate of the building ahead", | |
| "start_pos": [ | |
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| "start_rot": [ | |
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| "start_ang": 0.0, | |
| "target_pos": [ | |
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| "gt_traj_len": 240.00179701808574, | |
| "gt_traj_num_points": 33, | |
| "gt_traj_preview_first5": [ | |
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| ] | |
| } | |
| ] | |
| } |