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14486517341017504003_3406_349_3426_349_camera_3.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate width of the black electronic sign with circular lights? (unit: m, m/s, m/s², °)
Object description: Black electronic sign with circular lights.
7.9
9.4
{ "A": "1.47m", "B": "1.67m", "C": "1.37m", "D": "2.39m", "E": "1.57m" }
D
0.50m, 2.39m, 1.29m
5
outdoor
14486517341017504003_3406_349_3426_349_camera_3.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
C
Front-Right
6
outdoor
14486517341017504003_3406_349_3426_349_camera_3.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the backhoe with green frame between two frames? (unit: m, m/s, m/s², °)
Object description: A backhoe with green frame.
15.8
15.8
{ "A": "0.00m", "B": "0.63m", "C": "0.95m", "D": "1.58m", "E": "1.27m" }
A
0.00m
7
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "4°", "B": "17°", "C": "8°", "D": "12°", "E": "0°" }
E
0.29°
0
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 10045.74, "ty": 1979.96, "tz": 30.36, "r11": -0.72, "r12": -0.7, "r13": 0.04, "r21": 0.7, "r22": -0.72, "r23": -0.01, "r31": 0.04, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video that matches the ground truth pose: {"tx": 1004...
4
4
{ "A": "{\"tx\": 10045.74, \"ty\": 2029.96, \"tz\": 38.36, \"r11\": -0.72, \"r12\": -0.7, \"r13\": 0.04, \"r21\": 0.7, \"r22\": -0.72, \"r23\": -0.01, \"r31\": 0.04, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": 10045.74, \"ty\": 2025.96, \"tz\": 31.36, \"r11\": -0.72, \"r12\": -0.7, \"r13\": 0.04, \"r21\": 0.7, \"...
E
{"tx": 10045.72, "ty": 2027.58, "tz": 30.51, "r11": -0.72, "r12": -0.7, "r13": 0.04, "r21": 0.7, "r22": -0.72, "r23": -0.01, "r31": 0.04, "r32": 0.02, "r33": 1.0}
1
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 10045.74, "ty": 1979.96, "tz": 30.36, "r11": -0.72, "r12": -0.7, "r13": 0.04, "r21": 0.7, "r22": -0.72, "r23": -0.01, "r31": 0.04, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video for a specific frame at the first second, ensur...
12
12
{ "A": "{\"tx\": 10035.41, \"ty\": 2173.08, \"tz\": 40.96, \"r11\": -0.71, \"r12\": -0.7, \"r13\": 0.04, \"r21\": 0.7, \"r22\": -0.72, \"r23\": -0.01, \"r31\": 0.03, \"r32\": 0.03, \"r33\": 1.0}", "B": "{\"tx\": 10045.41, \"ty\": 2163.08, \"tz\": 30.96, \"r11\": -0.71, \"r12\": -0.7, \"r13\": 0.04, \"r21\": 0.7, \"...
B
{"tx": 10045.41, "ty": 2163.08, "tz": 30.96, "r11": -0.71, "r12": -0.7, "r13": 0.04, "r21": 0.7, "r22": -0.72, "r23": -0.01, "r31": 0.03, "r32": 0.03, "r33": 1.0}
2
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
3D Video Grounding
Single Choice
Determine the 3D bounding box of the red SUV on the street in camera coordinates from a single frame. Select the most appropriate parameter set. (unit: m, m/s, m/s², °)
Object description: A red SUV on the street.
14
14
{ "A": "{\"C_lwh\": [4.97, 2.24, 1.81], \"C_central_point\": [21.39, 1.14, 2.06], \"C_heading\": 134.22}", "B": "{\"C_lwh\": [4.97, 2.24, 1.81], \"C_central_point\": [21.52, 1.45, 2.24], \"C_heading\": 134.22}", "C": "{\"C_lwh\": [4.97, 2.24, 1.81], \"C_central_point\": [20.58, 1.01, 1.81], \"C_heading\": 134.22}...
D
{"C_lwh": [4.97, 2.24, 1.81], "C_central_point": [20.89, -0.89, -1.85], "C_heading": 134.22}
3
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the silver sedan on the road over the specified time interval? (unit: m, m/s, m/s², °)
Object description: A silver sedan on the road.
16.5
17.6
{ "A": "22.65m/s", "B": "15.96m/s", "C": "14.62m/s", "D": "17.30m/s", "E": "19.97m/s" }
B
15.96m/s
4
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the white delivery van with business signage over the specified time interval? (unit: m, m/s, m/s², °)
Object description: White delivery van with business signage.
18.3
19.2
{ "A": "16.19m/s", "B": "13.88m/s", "C": "12.03m/s", "D": "21.46m/s", "E": "23.59m/s" }
A
16.19m/s
5
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
B
Front-Left
6
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the camera or object between two frames? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "337.52m", "B": "338.43m", "C": "339.04m", "D": "337.82m", "E": "340.26m" }
C
339.04m
7
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the dark SUV and the man wearing a red hat between two frames? (unit: m, m/s, m/s², °)
Object description: A dark SUV and man wearing red hat.
6.4
6.4
{ "A": "18.43m", "B": "16.81m", "C": "16.26m", "D": "18.74m", "E": "17.50m" }
E
17.50m
8
outdoor
1457696187335927618_595_027_615_027_camera_2.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the camera or object between two frames? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "406.85m", "B": "404.37m", "C": "402.72m", "D": "403.55m", "E": "408.50m" }
A
339.04m
9
outdoor
14624061243736004421_1840_000_1860_000_camera_1.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "10°", "B": "4°", "C": "0°", "D": "12°", "E": "7°" }
C
0.20°
0
outdoor
14624061243736004421_1840_000_1860_000_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "move forward 5.47m, then turn left 45°", "B": "move forward 5.47m, then turn right 45°", "C": "move forward 5.47m", "D": "move forward 10m, then turn left 75°", "E": "move forward 10m, then turn right 75°" }
C
move forward 5.47m
1
outdoor
14624061243736004421_1840_000_1860_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
Given a single frame, localize the 3D bounding box of the black Infiniti sedan with lit taillights in camera coordinates. Which option correctly represents the 3D bounding box parameters? (unit: m, m/s, m/s², °)
Object description: A black Infiniti sedan with lit taillights.
17
17
{ "A": "{\"C_lwh\": [4.83, 2.04, 1.50], \"C_central_point\": [14.50, 3.56, 1.22], \"C_heading\": 2.13}", "B": "{\"C_lwh\": [4.83, 2.04, 1.50], \"C_central_point\": [15.12, 2.94, 1.22], \"C_heading\": 2.13}", "C": "{\"C_lwh\": [4.83, 2.04, 1.50], \"C_central_point\": [14.50, 2.94, 1.85], \"C_heading\": 2.13}", "...
D
{"C_lwh": [4.83, 2.04, 1.5], "C_central_point": [14.5, 2.94, -1.22], "C_heading": -2.13}
2
outdoor
14624061243736004421_1840_000_1860_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the Gray Volkswagen SUV in traffic over the specified time interval? (unit: m, m/s, m/s², °)
Object description: Gray Volkswagen SUV in traffic.
0
19.8
{ "A": "0.09m/s", "B": "0.36m/s", "C": "0.20m/s", "D": "0.28m/s", "E": "0.15m/s" }
C
0.20m/s
3
outdoor
14624061243736004421_1840_000_1860_000_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
4
outdoor
1464917900451858484_1960_000_1980_000_camera_3.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.6
{ "A": "7°", "B": "0°", "C": "10°", "D": "4°", "E": "13°" }
B
4.29°
0
outdoor
1464917900451858484_1960_000_1980_000_camera_3.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.6
{ "A": "move forward 180.31m", "B": "move forward 160.21m, then turn right 45°", "C": "move forward 200.45m, then turn left 30°", "D": "move forward 180.31m, then turn right 75°", "E": "move forward 150.67m, then turn left 90°" }
A
move forward 180.31m
1
outdoor
1464917900451858484_1960_000_1980_000_camera_3.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the two dark-colored parked SUVs? (unit: m, m/s, m/s², °)
Object description: Two dark-colored parked SUVs.
4.7
6.3
{ "A": "4.50m", "B": "4.98m", "C": "5.50m", "D": "5.20m", "E": "4.75m" }
B
4.98m, 2.32m, 2.30m
2
outdoor
1464917900451858484_1960_000_1980_000_camera_3.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.6
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
C
Front-Right
3
outdoor
14663356589561275673_935_195_955_195_camera_3.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "17°", "B": "23°", "C": "10°", "D": "4°", "E": "0°" }
E
0.33°
0
outdoor
14663356589561275673_935_195_955_195_camera_3.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5792.85, "ty": 7874.22, "tz": 329.44, "r11": -0.76, "r12": -0.65, "r13": 0.0, "r21": 0.65, "r22": -0.76, "r23": 0.03, "r31": -0.02, "r32": 0.02, "r33": 1.0} and the first second's camera pose, estimate and select the most likely camera pose in 3D space using only the RGB video. Select the...
11
11
{ "A": "{\"tx\": 5793.39, \"ty\": 7875.61, \"tz\": 329.48, \"r11\": -0.71, \"r12\": -0.7, \"r13\": -0.0, \"r21\": 0.7, \"r22\": -0.71, \"r23\": 0.0, \"r31\": -0.0, \"r32\": -0.0, \"r33\": 1.0}", "B": "{\"tx\": 5789.39, \"ty\": 7883.61, \"tz\": 338.48, \"r11\": -0.71, \"r12\": -0.7, \"r13\": -0.0, \"r21\": 0.7, \"r2...
C
{"tx": 5699.39, "ty": 7871.61, "tz": 329.48, "r11": -0.71, "r12": -0.7, "r13": -0.0, "r21": 0.7, "r22": -0.71, "r23": 0.0, "r31": -0.0, "r32": -0.0, "r33": 1.0}
1
outdoor
14663356589561275673_935_195_955_195_camera_3.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of a beige pickup truck over a specified time interval? (unit: m, m/s, m/s², °)
Object description: A beige pickup truck.
0
2.1
{ "A": "0.2 m/s", "B": "0.03 m/s", "C": "0.6 m/s", "D": "0.1 m/s", "E": "0.4 m/s" }
B
0.03m/s
2
outdoor
14663356589561275673_935_195_955_195_camera_3.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of a boat on a trailer over the specified time interval? (unit: m, m/s, m/s², °)
Object description: A boat on a trailer.
0.8
5.5
{ "A": "0.70m/s", "B": "0.90m/s", "C": "1.10m/s", "D": "0.50m/s", "E": "0.00m/s" }
E
0.00m/s
3
outdoor
14663356589561275673_935_195_955_195_camera_3.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.7
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
C
Front-Right
4
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "16°", "B": "12°", "C": "8°", "D": "4°", "E": "0°" }
E
-0.50°
0
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "move forward 2.00m", "B": "move forward 2.01m", "C": "move forward 1.97m", "D": "move forward 1.98m", "E": "move forward 2.02m" }
D
move forward 1.98m
1
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Dimensional Measurement
Single Choice
Considering the description of a white bus with tinted windows, what is the most appropriate length of the bus in meters? (unit: m, m/s, m/s², °)
Object description: A white bus with tinted windows.
6.7
10.2
{ "A": "3.00m", "B": "4.00m", "C": "15.50m", "D": "3.65m", "E": "16.00m" }
E
14.38m, 3.32m, 3.55m
2
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Dimensional Measurement
Single Choice
What is the distance between the camera and the dark SUV with a sleek design at the given frame? (unit: m, m/s, m/s², °)
Object: A dark SUV with sleek design.
14.4
14.4
{ "A": "11.96m", "B": "13.42m", "C": "12.63m", "D": "10.84m", "E": "14.55m" }
A
11.96m
3
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of a white bus with tinted windows over the specified time interval? (unit: m, m/s, m/s², °)
Object description: A white bus with tinted windows.
6.6
10.1
{ "A": "8.34m/s", "B": "6.99m/s", "C": "6.14m/s", "D": "5.64m/s", "E": "8.20m/s" }
B
6.99m/s
4
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the large white double-decker bus over the specified time interval? (unit: m, m/s, m/s², °)
Object description: A large white double-decker bus.
10.2
13.5
{ "A": "7.39 m/s", "B": "9.08 m/s", "C": "4.41 m/s", "D": "6.19 m/s", "E": "11.00 m/s" }
A
7.39m/s
5
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the dark SUV with a sleek design over the specified time interval? (unit: m, m/s, m/s², °)
Object description: A dark SUV with sleek design.
14.3
16.2
{ "A": "8.82m/s", "B": "8.13m/s", "C": "10.74m/s", "D": "7.08m/s", "E": "6.05m/s" }
B
8.13m/s
6
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
3D Video Grounding
Single Choice
Given a single randomly selected frame, localize the 3D bounding box of a dark gray hatchback car in camera coordinates. Select the most appropriate parameter set. (unit: m, m/s, m/s², °)
Object description: A dark gray hatchback car.
4
4
{ "A": "{\"C_lwh\": [4.41, 2.07, 1.49], \"C_central_point\": [12.11, 2.08, 1.38], \"C_heading\": 90.41}", "B": "{\"C_lwh\": [4.41, 2.07, 1.49], \"C_central_point\": [13.36, 2.33, 1.38], \"C_heading\": 90.41}", "C": "{\"C_lwh\": [4.41, 2.07, 1.49], \"C_central_point\": [12.86, 2.21, 1.38], \"C_heading\": 90.41}", ...
A
{"C_lwh": [4.41, 2.07, 1.49], "C_central_point": [12.11, 2.08, -1.38], "C_heading": 90.41}
7
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.7
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
D
Left
8
outdoor
14687328292438466674_892_000_912_000_camera_4.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the camera or the large white double-decker bus between two frames? (unit: m, m/s, m/s², °)
Object description: A large white double-decker bus.
10.2
13.5
{ "A": "24.39m", "B": "25.02m", "C": "23.72m", "D": "25.25m", "E": "23.49m" }
A
24.39m
9
outdoor
14739149465358076158_4740_000_4760_000_camera_4.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "move forward 128.46m", "B": "move forward 130.00m", "C": "move forward 125.68m", "D": "move forward 128.47m", "E": "move forward 127.45m" }
A
move forward 128.46m
0
outdoor
14739149465358076158_4740_000_4760_000_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -26328.6, "ty": 42057.23, "tz": -219.35, "r11": -0.15, "r12": -0.99, "r13": 0.0, "r21": 0.99, "r22": -0.15, "r23": 0.03, "r31": -0.03, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video of the first second's camera pose that matc...
5
5
{ "A": "{\"tx\": -26315.75, \"ty\": 42060.65, \"tz\": -225.23, \"r11\": -0.17, \"r12\": -0.97, \"r13\": 0.03, \"r21\": 0.97, \"r22\": -0.17, \"r23\": 0.03, \"r31\": -0.03, \"r32\": 0.04, \"r33\": 1.0}", "B": "{\"tx\": -26320.75, \"ty\": 42068.65, \"tz\": -228.23, \"r11\": -0.18, \"r12\": -0.96, \"r13\": 0.02, \"r21...
D
{"tx": -26312.75, "ty": 42059.65, "tz": -219.23, "r11": -0.16, "r12": -0.99, "r13": 0.02, "r21": 0.99, "r22": -0.16, "r23": 0.02, "r31": -0.02, "r32": 0.02, "r33": 1.0}
1
outdoor
14739149465358076158_4740_000_4760_000_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the Red Coca-Cola van over the specified time interval? (unit: m, m/s, m/s², °)
Object description: Red Coca-Cola van.
18.4
19.7
{ "A": "2.81m/s", "B": "1.56m/s", "C": "0.31m/s", "D": "1.95m/s", "E": "1.12m/s" }
B
1.56m/s
2
outdoor
14739149465358076158_4740_000_4760_000_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the black pickup truck with a cooler in the bed over the specified time interval? (unit: m, m/s, m/s², °)
Object description: Black pickup truck with cooler in the bed.
0
4.2
{ "A": "0.7 m/s", "B": "1.12 m/s", "C": "1.8 m/s", "D": "2.0 m/s", "E": "0.9 m/s" }
B
1.12m/s
3
outdoor
14739149465358076158_4740_000_4760_000_camera_4.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
D
Left
4
outdoor
14739149465358076158_4740_000_4760_000_camera_4.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the man with a blue jacket and backpack between the two frames? (unit: m, m/s, m/s², °)
Object description: Man with blue jacket and backpack.
0
4.2
{ "A": "4.21m", "B": "5.33m", "C": "3.65m", "D": "1.41m", "E": "3.09m" }
C
3.65m
5
outdoor
14739149465358076158_4740_000_4760_000_camera_4.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the man in dark jacket holding phone between two frames? (unit: m, m/s, m/s², °)
Object description: Man in dark jacket holding phone.
6.2
6.2
{ "A": "0.0m", "B": "0.2m", "C": "0.4m", "D": "0.6m", "E": "0.8m" }
A
0.03m
6
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.6
{ "A": "17°", "B": "12°", "C": "0°", "D": "4°", "E": "8°" }
C
-0.11°
0
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Trajectory Description
Single Choice
Which of the following options most accurately describes the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.6
{ "A": "move forward 180.23m, then turn left 75°", "B": "move forward 185.53m", "C": "move forward 190.45m, then turn right 75°", "D": "move forward 185.53m, then turn left 75°", "E": "move forward 180.23m, then turn right 75°" }
B
move forward 185.53m
1
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 3389.92, "ty": 2178.7, "tz": 1.4, "r11": 1.0, "r12": -0.0, "r13": -0.01, "r21": 0.0, "r22": 1.0, "r23": -0.03, "r31": 0.01, "r32": 0.03, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for a specific frame using only the RGB video. (unit: m, m/s, m/s², °)
1
1
{ "A": "{\"tx\": 3389.92, \"ty\": 2178.7, \"tz\": 1.4, \"r11\": 1.0, \"r12\": -0.0, \"r13\": -0.01, \"r21\": 0.0, \"r22\": 1.0, \"r23\": -0.03, \"r31\": 0.01, \"r32\": 0.03, \"r33\": 1.0}", "B": "{\"tx\": 3385.92, \"ty\": 2174.7, \"tz\": 1.4, \"r11\": 1.0, \"r12\": -0.0, \"r13\": -0.01, \"r21\": 0.0, \"r22\": 1.0, ...
A
{"tx": 3389.92, "ty": 2178.7, "tz": 1.4, "r11": 1.0, "r12": -0.0, "r13": -0.01, "r21": 0.0, "r22": 1.0, "r23": -0.03, "r31": 0.01, "r32": 0.03, "r33": 1.0}
2
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 3389.92, "ty": 2178.7, "tz": 1.4, "r11": 1.0, "r12": -0.0, "r13": -0.01, "r21": 0.0, "r22": 1.0, "r23": -0.03, "r31": 0.01, "r32": 0.03, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video for the specific frame. Select the option that matches...
18
18
{ "A": "{\"tx\": 3551.88, \"ty\": 2187.89, \"tz\": 2.59, \"r11\": 1.0, \"r12\": -0.01, \"r13\": -0.01, \"r21\": 0.01, \"r22\": 1.0, \"r23\": -0.02, \"r31\": 0.01, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": 3570.88, \"ty\": 2167.89, \"tz\": 5.59, \"r11\": 1.0, \"r12\": -0.01, \"r13\": -0.01, \"r21\": 0.01, \"r22\...
C
{"tx": 3559.88, "ty": 2177.89, "tz": 0.59, "r11": 1.0, "r12": -0.01, "r13": -0.01, "r21": 0.01, "r22": 1.0, "r23": -0.02, "r31": 0.01, "r32": 0.02, "r33": 1.0}
3
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 3389.92, "ty": 2178.7, "tz": 1.4, "r11": 1.0, "r12": -0.0, "r13": -0.01, "r21": 0.0, "r22": 1.0, "r23": -0.03, "r31": 0.01, "r32": 0.03, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video. The selected pose should match the ground truth as cl...
0
0
{ "A": "{\"tx\": 3395.84, \"ty\": 2172.68, \"tz\": 1.25, \"r11\": 1.0, \"r12\": -0.01, \"r13\": -0.02, \"r21\": 0.01, \"r22\": 1.0, \"r23\": -0.03, \"r31\": 0.02, \"r32\": 0.03, \"r33\": 1.0}", "B": "{\"tx\": 3385.84, \"ty\": 2180.68, \"tz\": 1.55, \"r11\": 1.0, \"r12\": -0.01, \"r13\": -0.02, \"r21\": 0.01, \"r22\...
E
{"tx": 3375.84, "ty": 2178.68, "tz": 1.45, "r11": 1.0, "r12": -0.01, "r13": -0.02, "r21": 0.01, "r22": 1.0, "r23": -0.03, "r31": 0.02, "r32": 0.03, "r33": 1.0}
4
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of a silver Honda minivan? (unit: m, m/s, m/s², °)
Object description: A silver Honda minivan.
7.4
18.3
{ "A": "5.05m", "B": "4.45m", "C": "4.95m", "D": "2.46m", "E": "1.71m" }
C
4.95m, 2.36m, 1.81m
5
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the silver Honda minivan over the specified time interval? (unit: m, m/s, m/s², °)
Object description: A silver Honda minivan.
7.3
18.2
{ "A": "0 m/s", "B": "0.1 m/s", "C": "0.2 m/s", "D": "0.3 m/s", "E": "0.5 m/s" }
A
0.04m/s
6
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
Given a randomly selected frame, localize the 3D bounding box of a silver Honda minivan in camera coordinates. Please select the most appropriate parameter set. (unit: m, m/s, m/s², °)
Object description: A silver Honda minivan.
17
17
{ "A": "{\"C_lwh\": [4.95, 2.36, 1.81], \"C_central_point\": [4.37, 3.35, 1.35], \"C_heading\": 0.17}", "B": "{\"C_lwh\": [5.33, 2.67, 2.06], \"C_central_point\": [4.75, 3.73, 1.73], \"C_heading\": 0.23}", "C": "{\"C_lwh\": [5.45, 2.73, 2.12], \"C_central_point\": [4.87, 3.85, 1.85], \"C_heading\": 0.24}", "D":...
A
{"C_lwh": [4.95, 2.36, 1.81], "C_central_point": [4.37, 3.35, -1.35], "C_heading": -0.17}
7
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.6
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
8
outdoor
14811410906788672189_373_113_393_113_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the camera or object between two frames? (unit: m, m/s, m/s², °)
0
19.6
{ "A": "179.01m", "B": "187.18m", "C": "188.79m", "D": "182.27m", "E": "185.53m" }
E
185.53m
9
outdoor
14931160836268555821_5778_870_5798_870_camera_3.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
13.6
{ "A": "10°", "B": "8°", "C": "6°", "D": "4°", "E": "0°" }
E
0.65°
0
outdoor
14931160836268555821_5778_870_5798_870_camera_3.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
13.6
{ "A": "move forward 162.62m", "B": "move forward 159.96m", "C": "move forward 161.71m", "D": "move forward 160.85m", "E": "move forward 159.06m" }
D
move forward 160.85m
1
outdoor
14931160836268555821_5778_870_5798_870_camera_3.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate height of a person walking two dogs? (unit: m, m/s, m/s², °)
Object description: A person walking two dogs.
14.8
15.9
{ "A": "1.50m", "B": "1.86m", "C": "2.10m", "D": "2.50m", "E": "1.35m" }
B
0.98m, 1.00m, 1.86m
2
outdoor
14931160836268555821_5778_870_5798_870_camera_3.mp4
Waymo
Dimensional Measurement
Single Choice
What is the distance between the camera and the yellow pedestrian crossing sign in the given frame? (unit: m, m/s, m/s², °)
Object: Yellow pedestrian crossing sign.
14.7
14.7
{ "A": "15.37m", "B": "13.63m", "C": "14.53m", "D": "15.34m", "E": "13.72m" }
C
14.53m
3
outdoor
14931160836268555821_5778_870_5798_870_camera_3.mp4
Waymo
3D Video Grounding
Single Choice
Given a single randomly selected frame, what is the 3D bounding box in camera coordinates for the person walking two dogs? (unit: m, m/s, m/s², °)
Object description: A person walking two dogs.
15
15
{ "A": "[0.99, 1.01, 1.87], [11.42, 4.70, 1.05], 172.41", "B": "[0.98, 1.00, 1.86], [11.38, 4.66, 1.01], 172.37", "C": "[1.01, 1.03, 1.89], [11.54, 4.82, 1.17], 172.53", "D": "[1.00, 1.02, 1.88], [11.46, 4.74, 1.09], 172.45", "E": "[1.00, 1.02, 1.88], [11.50, 4.78, 1.13], 172.49" }
B
{"C_lwh": [0.98, 1.0, 1.86], "C_central_point": [11.38, 4.66, -1.01], "C_heading": -172.37}
4
outdoor
14931160836268555821_5778_870_5798_870_camera_3.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
18
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
C
Front-Right
5
outdoor
14956919859981065721_1759_980_1779_980_camera_1.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "8°", "B": "16°", "C": "4°", "D": "0°", "E": "12°" }
D
-0.09°
0
outdoor
14956919859981065721_1759_980_1779_980_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "move forward 54.63m", "B": "move forward 50.63m", "C": "move forward 54.65m", "D": "move forward 60.63m", "E": "move forward 45.63m" }
A
move forward 54.63m
1
outdoor
14956919859981065721_1759_980_1779_980_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5443.44, "ty": 9483.93, "tz": -295.52, "r11": -1.0, "r12": -0.07, "r13": 0.01, "r21": 0.07, "r22": -1.0, "r23": 0.06, "r31": 0.0, "r32": 0.06, "r33": 1.0}, and the first second's camera pose, estimate and select the most likely camera pose in 3D space using only the RGB video to match the...
11
11
{ "A": "{\"tx\": 5401.74, \"ty\": 9487.85, \"tz\": -294.0, \"r11\": -1.0, \"r12\": 0.02, \"r13\": 0.02, \"r21\": -0.02, \"r22\": -1.0, \"r23\": 0.08, \"r31\": 0.02, \"r32\": 0.08, \"r33\": 1.0}", "B": "{\"tx\": 5398.74, \"ty\": 9485.85, \"tz\": -296.0, \"r11\": -1.0, \"r12\": 0.01, \"r13\": 0.01, \"r21\": -0.01, \"...
B
{"tx": 5398.74, "ty": 9485.85, "tz": -296.0, "r11": -1.0, "r12": 0.01, "r13": 0.01, "r21": -0.01, "r22": -1.0, "r23": 0.09, "r31": 0.01, "r32": 0.09, "r33": 1.0}
2
outdoor
14956919859981065721_1759_980_1779_980_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
3
outdoor
14956919859981065721_1759_980_1779_980_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the distance between the camera and the black sedan with silver rims at the given frame? (unit: m, m/s, m/s², °)
Object: A black sedan with silver rims.
7.1
7.1
{ "A": "36.30m", "B": "38.07m", "C": "37.25m", "D": "36.43m", "E": "38.20m" }
C
37.25m
4
outdoor
15021599536622641101_556_150_576_150_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the camera over the specified time interval? (unit: m, m/s, m/s², °)
6
10
{ "A": "2.30m/s", "B": "3.17m/s", "C": "2.88m/s", "D": "2.16m/s", "E": "4.60m/s" }
C
2.88m/s
0
outdoor
15021599536622641101_556_150_576_150_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the black Toyota sedan driving over the specified time interval? (unit: m, m/s, m/s², °)
Object description: A black Toyota sedan driving.
0
19.8
{ "A": "0.93m/s", "B": "1.54m/s", "C": "0.65m/s", "D": "2.11m/s", "E": "1.17m/s" }
E
1.17m/s
1
outdoor
15021599536622641101_556_150_576_150_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the white pickup truck with tinted windows over the specified time interval? (unit: m, m/s, m/s², °)
Object description: White pickup truck with tinted windows.
0
19.8
{ "A": "0.06m/s", "B": "0.12m/s", "C": "0.31m/s", "D": "0.45m/s", "E": "0.56m/s" }
C
0.31m/s
2
outdoor
15021599536622641101_556_150_576_150_camera_1.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "10°", "B": "12°", "C": "4°", "D": "7°", "E": "0°" }
E
0.39°
3
outdoor
15021599536622641101_556_150_576_150_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
Given a single randomly selected frame, what is the 3D bounding box in camera coordinates for the dark gray Toyota Camry? (unit: m, m/s, m/s², °)
Object description: A dark gray Toyota Camry.
2
2
{ "A": "{\"C_lwh\": [4.84, 2.20, 1.52], \"C_central_point\": [19.30, 4.04, 1.49], \"C_heading\": 0.08}", "B": "{\"C_lwh\": [4.84, 2.20, 1.52], \"C_central_point\": [19.30, 3.42, 1.93], \"C_heading\": 0.08}", "C": "{\"C_lwh\": [4.84, 2.20, 1.52], \"C_central_point\": [19.30, 3.42, 1.49], \"C_heading\": 0.08}", "...
C
{"C_lwh": [4.84, 2.2, 1.52], "C_central_point": [19.3, -3.42, -1.49], "C_heading": -0.08}
4
outdoor
15021599536622641101_556_150_576_150_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
5
outdoor
15021599536622641101_556_150_576_150_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the white Mazda hatchback with rear stickers between two frames? (unit: m, m/s, m/s², °)
Object description: White Mazda hatchback with rear stickers.
19.8
19.8
{ "A": "19.62m", "B": "5.44m", "C": "28.12m", "D": "16.78m", "E": "9.69m" }
D
16.78m
6
outdoor
15028688279822984888_1560_000_1580_000_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "move forward 85.19m, turn left 83.24°, move forward 52.78m", "B": "move forward 85.19m, turn right 83.24°, move forward 52.78m", "C": "move forward 85.19m, turn right 75.24°, move forward 52.78m", "D": "move forward 50.19m, turn right 83.24°, move forward 52.78m", "E": "move forward 85.19m, turn right...
B
move forward 85.19m, turn right 83.24°, move forward 52.78m
0
outdoor
15028688279822984888_1560_000_1580_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
Given a single randomly selected frame, localize the 3D bounding box of a bus with red and silver colors in camera coordinates. Which of the following parameter sets correctly describes the 3D bounding box? (unit: m, m/s, m/s², °)
Object description: A bus with red and silver colors.
2
2
{ "A": "{\"C_lwh\": [12.85, 3.36, 3.47], \"C_central_point\": [28.01, 3.18, 0.38], \"C_heading\": 0.35}", "B": "{\"C_lwh\": [13.16, 3.61, 3.66], \"C_central_point\": [28.26, 3.56, 0.69], \"C_heading\": 0.72}", "C": "{\"C_lwh\": [13.04, 3.55, 3.60], \"C_central_point\": [28.14, 3.49, 0.63], \"C_heading\": 0.60}", ...
A
{"C_lwh": [12.85, 3.36, 3.47], "C_central_point": [28.01, -3.18, -0.38], "C_heading": 0.35}
1
outdoor
15028688279822984888_1560_000_1580_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What is the 3D bounding box in camera coordinates for a white sedan at night? (unit: m, m/s, m/s², °)
Object description: A white sedan at night.
16
16
{ "A": "{\"C_lwh\": [4.54, 2.07, 1.66], \"C_central_point\": [10.64, 3.48, 1.29], \"C_heading\": 0.87}", "B": "{\"C_lwh\": [4.54, 2.07, 1.66], \"C_central_point\": [10.02, 3.48, 1.29], \"C_heading\": 0.87}", "C": "{\"C_lwh\": [4.54, 2.07, 1.66], \"C_central_point\": [10.02, 3.48, 1.75], \"C_heading\": 0.87}", "...
B
{"C_lwh": [4.54, 2.07, 1.66], "C_central_point": [10.02, 3.48, -1.29], "C_heading": -0.87}
2
outdoor
15028688279822984888_1560_000_1580_000_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.7
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
3
outdoor
15028688279822984888_1560_000_1580_000_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the distance between the camera and the bus with red and silver colors at the given frame? (unit: m, m/s, m/s², °)
Object: A bus with red and silver colors.
0.1
0.1
{ "A": "42.15m", "B": "40.44m", "C": "39.33m", "D": "42.36m", "E": "38.74m" }
B
40.44m
4
outdoor
15028688279822984888_1560_000_1580_000_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the distance between the camera and the road sign with text at the given frame? (unit: m, m/s, m/s², °)
Object: A road sign with text.
3.5
3.5
{ "A": "47.63m", "B": "48.20m", "C": "47.37m", "D": "48.73m", "E": "48.87m" }
B
48.20m
5
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the camera over the specified time interval? (unit: m, m/s, m/s², °)
16
19.4
{ "A": "6.43m/s", "B": "13.20m/s", "C": "21.48m/s", "D": "25.57m/s", "E": "17.30m/s" }
E
17.27m/s
0
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "4°", "B": "17°", "C": "0°", "D": "8°", "E": "12°" }
C
-1.09°
1
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 7035.51, "ty": -1032.9, "tz": -32.27, "r11": 0.0, "r12": 1.0, "r13": 0.0, "r21": -1.0, "r22": 0.0, "r23": 0.01, "r31": 0.01, "r32": -0.0, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the specific frame using only the RGB video. The options are: (unit: m, m/...
5
5
{ "A": "{\"tx\": 7037.86, \"ty\": -1088.31, \"tz\": -32.3, \"r11\": 0.0, \"r12\": 1.0, \"r13\": 0.02, \"r21\": -1.0, \"r22\": 0.0, \"r23\": 0.01, \"r31\": 0.01, \"r32\": -0.02, \"r33\": 1.0}", "B": "{\"tx\": 7035.86, \"ty\": -1086.31, \"tz\": -32.3, \"r11\": 0.0, \"r12\": 1.0, \"r13\": 0.02, \"r21\": -1.0, \"r22\":...
B
{"tx": 7035.86, "ty": -1086.31, "tz": -32.3, "r11": 0.0, "r12": 1.0, "r13": 0.02, "r21": -1.0, "r22": 0.0, "r23": 0.01, "r31": 0.01, "r32": -0.02, "r33": 1.0}
2
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 7035.51, "ty": -1032.9, "tz": -32.27, "r11": 0.0, "r12": 1.0, "r13": 0.0, "r21": -1.0, "r22": 0.0, "r23": 0.01, "r31": 0.01, "r32": -0.0, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video for the first second's camera pose. Select the most a...
10
10
{ "A": "{\"tx\": 7029.76, \"ty\": -1156.44, \"tz\": -30.31, \"r11\": 0.15, \"r12\": 0.99, \"r13\": 0.02, \"r21\": -0.99, \"r22\": 0.15, \"r23\": 0.01, \"r31\": 0.0, \"r32\": -0.03, \"r33\": 1.0}", "B": "{\"tx\": 7039.76, \"ty\": -1146.44, \"tz\": -32.31, \"r11\": 0.15, \"r12\": 0.99, \"r13\": 0.02, \"r21\": -0.99, ...
B
{"tx": 7039.76, "ty": -1146.44, "tz": -32.31, "r11": 0.15, "r12": 0.99, "r13": 0.02, "r21": -0.99, "r22": 0.15, "r23": 0.01, "r31": 0.0, "r32": -0.03, "r33": 1.0}
3
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 7035.51, "ty": -1032.9, "tz": -32.27, "r11": 0.0, "r12": 1.0, "r13": 0.0, "r21": -1.0, "r22": 0.0, "r23": 0.01, "r31": 0.01, "r32": -0.0, "r33": 1.0}, estimate and select the most likely camera pose in 3D space at the specific frame, using only the RGB video and the given initial pose, th...
12
12
{ "A": "{\"tx\": 7046.05, \"ty\": -1170.29, \"tz\": -30.18, \"r11\": 0.20, \"r12\": 0.98, \"r13\": 0.04, \"r21\": -0.98, \"r22\": 0.20, \"r23\": 0.04, \"r31\": 0.03, \"r32\": -0.02, \"r33\": 1.0}", "B": "{\"tx\": 7048.05, \"ty\": -1172.29, \"tz\": -34.18, \"r11\": 0.25, \"r12\": 0.96, \"r13\": 0.02, \"r21\": -0.96,...
C
{"tx": 7044.05, "ty": -1168.29, "tz": -32.18, "r11": 0.22, "r12": 0.97, "r13": 0.03, "r21": -0.97, "r22": 0.22, "r23": 0.03, "r31": 0.02, "r32": -0.03, "r33": 1.0}
4
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "move forward 273.11m", "B": "move forward 250.55m, then turn right 60.9°", "C": "move forward 300.22m, then turn left 45.5°", "D": "move forward 273.11m, then turn left 30.3°", "E": "move forward 200.75m, then turn right 75.4°" }
A
move forward 273.11m
5
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the black SUV with rear-mounted spare tire? (unit: m, m/s, m/s², °)
Object description: Black SUV with rear-mounted spare tire.
3.8
19.8
{ "A": "3.95m", "B": "4.42m", "C": "5.00m", "D": "4.85m", "E": "3.80m" }
B
4.42m, 2.10m, 1.91m
6
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the distance between the camera and the blurry, indistinct dark object at the given frame? (unit: m, m/s, m/s², °)
Object: Blurry, indistinct dark object.
4.1
4.1
{ "A": "81.10m", "B": "67.48m", "C": "72.02m", "D": "77.38m", "E": "74.70m" }
E
74.70m
7
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
Localize the 3D bounding box of the black SUV with a rear-mounted spare tire in camera coordinates from a single randomly selected frame. Please select the most appropriate parameter set. (unit: m, m/s, m/s², °)
Object description: Black SUV with rear-mounted spare tire.
16
16
{ "A": "{\"C_lwh\": [4.42, 2.10, 1.91], \"C_central_point\": [67.84, 7.67, 1.48], \"C_heading\": 10.25}", "B": "{\"C_lwh\": [4.42, 2.10, 1.91], \"C_central_point\": [67.34, 7.67, 1.48], \"C_heading\": 10.25}", "C": "{\"C_lwh\": [4.42, 2.10, 1.91], \"C_central_point\": [68.34, 7.67, 1.48], \"C_heading\": 10.25}", ...
A
{"C_lwh": [4.42, 2.1, 1.91], "C_central_point": [67.84, 7.67, -1.48], "C_heading": 10.25}
8
outdoor
1505698981571943321_1186_773_1206_773_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
9
outdoor
15096340672898807711_3765_000_3785_000_camera_5.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory? (unit: m, m/s, m/s², °)
0
18.6
{ "A": "move forward 340.13m", "B": "move forward 340.12m", "C": "move forward 340.14m", "D": "move forward 340.15m", "E": "move forward 340.16m" }
A
move forward 340.13m
0
outdoor
15096340672898807711_3765_000_3785_000_camera_5.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the white truck with roof rack over the specified time interval? (unit: m, m/s, m/s², °)
Object description: White truck with roof rack.
7
7.9
{ "A": "0.00m/s", "B": "0.12m/s", "C": "0.30m/s", "D": "0.45m/s", "E": "0.80m/s" }
A
0.00m/s
1
outdoor
15096340672898807711_3765_000_3785_000_camera_5.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
Object description: White cement mixer truck.
0
18.6
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
E
Right
2
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "0°", "B": "17°", "C": "4°", "D": "12°", "E": "8°" }
A
1.76°
0
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -153.3, "ty": 15637.04, "tz": -21.7, "r11": 0.59, "r12": -0.81, "r13": 0.03, "r21": 0.81, "r22": 0.59, "r23": 0.02, "r31": -0.03, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the specific frame using only the RGB video. (unit: m, m/s, m/s², °)
11
11
{ "A": "{\"tx\": -148.3, \"ty\": 15627.04, \"tz\": -21.7, \"r11\": 0.59, \"r12\": -0.81, \"r13\": 0.03, \"r21\": 0.81, \"r22\": 0.59, \"r23\": 0.02, \"r31\": -0.03, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": -153.3, \"ty\": 15637.04, \"tz\": -21.7, \"r11\": 0.59, \"r12\": -0.81, \"r13\": 0.03, \"r21\": 0.81, \"r...
B
{"tx": -153.3, "ty": 15637.04, "tz": -21.7, "r11": 0.59, "r12": -0.81, "r13": 0.03, "r21": 0.81, "r22": 0.59, "r23": 0.02, "r31": -0.03, "r32": 0.01, "r33": 1.0}
1
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -153.3, "ty": 15637.04, "tz": -21.7, "r11": 0.59, "r12": -0.81, "r13": 0.03, "r21": 0.81, "r22": 0.59, "r23": 0.02, "r31": -0.03, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video for the first second's camera pose. (unit: m, m/...
17
17
{ "A": "{\"tx\": -157.29, \"ty\": 15640.8, \"tz\": -21.76, \"r11\": 0.59, \"r12\": -0.81, \"r13\": 0.01, \"r21\": 0.81, \"r22\": 0.59, \"r23\": 0.03, \"r31\": -0.03, \"r32\": -0.01, \"r33\": 1.0}", "B": "{\"tx\": -153.29, \"ty\": 15630.8, \"tz\": -21.76, \"r11\": 0.59, \"r12\": -0.81, \"r13\": 0.01, \"r21\": 0.81, ...
D
{"tx": -148.89, "ty": 15637.8, "tz": -21.76, "r11": 0.59, "r12": -0.81, "r13": 0.01, "r21": 0.81, "r22": 0.59, "r23": 0.03, "r31": -0.03, "r32": -0.01, "r33": 1.0}
2
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the person in the black jacket carrying a black backpack over the specified time interval? (unit: m, m/s, m/s², °)
Object description: Person in black jacket carrying a black backpack.
15.6
19.8
{ "A": "3.10 m/s", "B": "0.75 m/s", "C": "2.55 m/s", "D": "1.44 m/s", "E": "0.33 m/s" }
D
1.44m/s
3
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the man wearing burgundy pants over the specified time interval? (unit: m, m/s, m/s², °)
Object description: Man wearing burgundy pants.
15.7
19.7
{ "A": "0.7m/s", "B": "1.1m/s", "C": "1.39m/s", "D": "2.4m/s", "E": "3.0m/s" }
C
1.39m/s
4
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate height of a bald man in a black jacket? (unit: m, m/s, m/s², °)
Object description: A bald man in a black jacket.
5.6
19.7
{ "A": "1.65m", "B": "1.82m", "C": "2.00m", "D": "1.50m", "E": "1.90m" }
B
1.13m, 0.93m, 1.82m
5
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Spatial Relation
Single Choice
What is the orientation of the camera mounted on the moving car relative to the car's forward direction?
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
B
Front-Left
6
outdoor
15224741240438106736_960_000_980_000_camera_2.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the camera or object between two frames? (unit: m, m/s, m/s², °)
0
19.8
{ "A": "5.53m", "B": "10.39m", "C": "12.04m", "D": "16.74m", "E": "18.64m" }
C
12.04m
7
outdoor
15396462829361334065_4265_000_4285_000_camera_1.mp4
Waymo
Ego-Centric Orientation
Single Choice
What is the most appropriate change in orientation of the camera from the start to the end of the video? (unit: m, m/s, m/s², °)
0
19.7
{ "A": "10°", "B": "0°", "C": "7°", "D": "13°", "E": "4°" }
B
-0.71°
0
outdoor