Video
stringclasses
369 values
Source
stringclasses
3 values
Task
stringclasses
8 values
QType
stringclasses
1 value
Question
stringlengths
57
529
Prompt
stringlengths
0
152
time_start
float64
0
144
time_end
float64
0
221
Candidates
dict
Answer
stringclasses
5 values
Answer Detail
stringlengths
4
168
ID
int64
0
14
scene
stringclasses
3 values
11450298750351730790_1431_750_1451_750_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?
Object description: White sedan in heavy traffic.
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
10
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the white sedan in heavy traffic between two frames?
Object description: White sedan in heavy traffic.
1.6
9.9
{ "A": "5.91m", "B": "7.02m", "C": "10.40m", "D": "7.84m", "E": "8.40m" }
E
8.41m
11
outdoor
11450298750351730790_1431_750_1451_750_camera_1.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?
0
19.7
{ "A": "184.66m", "B": "166.03m", "C": "180.00m", "D": "173.79m", "E": "158.26m" }
C
177.86m
12
outdoor
11616035176233595745_3548_820_3568_820_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the blue Chevrolet SUV over the specified time interval? (at 12s)
Object description: Blue Chevrolet SUV.
12
12
{ "A": "0.0m/s", "B": "0.1m/s", "C": "0.2m/s", "D": "0.5m/s", "E": "1.0m/s" }
A
0.00m/s
0
outdoor
11616035176233595745_3548_820_3568_820_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the Blue Chevrolet SUV over the specified time interval? (at 12s)
Object description: Blue Chevrolet SUV.
12
12
{ "A": "0.00m/s²", "B": "0.10m/s²", "C": "0.50m/s²", "D": "2.00m/s²", "E": "4.00m/s²" }
A
0.00m/s²
1
outdoor
11616035176233595745_3548_820_3568_820_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the white truck with ladders on top over the specified time interval? (at 7s)
Object description: White truck with ladders on top.
7
7
{ "A": "0.00m/s", "B": "0.30m/s", "C": "0.50m/s", "D": "0.70m/s", "E": "1.00m/s" }
A
0.00m/s
2
outdoor
11616035176233595745_3548_820_3568_820_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?
0
19.6
{ "A": "10°", "B": "11°", "C": "5°", "D": "0°", "E": "6°" }
D
0.20°
3
outdoor
11616035176233595745_3548_820_3568_820_camera_4.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.6
{ "A": "move forward 200m", "B": "move forward 150m, then turn right 30°", "C": "move forward 100m, then turn left 45°", "D": "move forward 250m, then turn right 60°", "E": "move forward 200m, then turn left 90°" }
A
move forward 201.16m
4
outdoor
11616035176233595745_3548_820_3568_820_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 10087.35, "ty": 8673.13, "tz": -275.7, "r11": -0.03, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": -0.03, "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 for the first second's camera pose. (at 10s)
10
10
{ "A": "{\"tx\": 10160.0, \"ty\": 8670.0, \"tz\": -276.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 10180.0, \"ty\": 8670.0, \"tz\": -276.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "C": "{\"tx\": 10170.0, \"ty\": 8680.0, \"tz\": -276.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "D": "{\"tx\": 10170.0, \"ty\": 8670.0, \"tz\": -276.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "E": "{\"tx\": 10170.0, \"ty\": 8660.0, \"tz\": -276.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}" }
D
{"tx": 10174.92, "ty": 8673.63, "tz": -275.96, "r11": 0.0, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": 0.0, "r23": -0.02, "r31": 0.02, "r32": 0.01, "r33": 1.0}
5
outdoor
11616035176233595745_3548_820_3568_820_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 10087.35, "ty": 8673.13, "tz": -275.7, "r11": -0.03, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": -0.03, "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 for the specific frame to match the ground truth. (at 9s)
9
9
{ "A": "{\"tx\": 10090.0, \"ty\": 8660.0, \"tz\": -271.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 10210.0, \"ty\": 8690.0, \"tz\": -286.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "C": "{\"tx\": 10160.0, \"ty\": 8670.0, \"tz\": -276.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "D": "{\"tx\": 10060.0, \"ty\": 8650.0, \"tz\": -261.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "E": "{\"tx\": 10170.0, \"ty\": 8680.0, \"tz\": -281.0, \"r11\": 0.0, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.0, \"r23\": -0.02, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}" }
C
{"tx": 10164.24, "ty": 8673.66, "tz": -275.96, "r11": 0.0, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": 0.0, "r23": -0.02, "r31": 0.02, "r32": 0.01, "r33": 1.0}
6
outdoor
11616035176233595745_3548_820_3568_820_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?
Object description: White truck with ladders on top.
0
19.6
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
D
Left
7
outdoor
11616035176233595745_3548_820_3568_820_camera_4.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the Blue Chevrolet SUV between two frames?
Object description: Blue Chevrolet SUV.
10.9
12.6
{ "A": "0.0m", "B": "0.1m", "C": "0.2m", "D": "0.3m", "E": "0.4m" }
A
0.04m
8
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most likely minimum relative distance between the Blue SUV with rear spare tire and the White pickup truck at night in the given frame?
Objects: Blue SUV with rear spare tire. and White pickup truck at night.
7.5
7.5
{ "A": "14.38 m", "B": "11.89 m", "C": "5.25 m", "D": "6.91 m", "E": "10.23 m" }
E
10.23m
0
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of a dark car in dim light over a specified time interval? (at 17s)
Object description: A dark car in dim light.
17
17
{ "A": "0.00m/s²", "B": "0.3m/s²", "C": "0.5m/s²", "D": "0.8m/s²", "E": "1.0m/s²" }
A
0.00m/s²
1
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the person in the white hoodie over the specified time interval? (at 5s)
Object description: Person in white hoodie.
5
5
{ "A": "-0.30m/s²", "B": "-0.50m/s²", "C": "-0.70m/s²", "D": "-0.20m/s²", "E": "0m/s²" }
B
-0.40m/s²
2
outdoor
11660186733224028707_420_000_440_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?
0
19.6
{ "A": "15°", "B": "0°", "C": "10°", "D": "12°", "E": "5°" }
B
0.02°
3
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
Trajectory Description
Single Choice
Which of the following options most accurately describes the camera's movement trajectory?
0
19.6
{ "A": "move forward 50m, then turn left 70°", "B": "move forward 80m", "C": "move forward 100m, then turn right 90°", "D": "move forward 75m, then turn left 80°", "E": "move forward 60m, then turn right 60°" }
B
move forward 81.76m
4
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
3D Video Grounding
Single Choice
Which of the following options correctly represents the 3D bounding box localization of a dark SUV with a rear spare tire in camera coordinates?
Object description: A dark SUV with a rear spare tire.
6
6
{ "A": "{\"C_lwh\": [4.80, 2.10, 1.90], \"C_central_point\": [3.75, 4.25, 1.55], \"C_heading\": 43.60}", "B": "{\"C_lwh\": [4.80, 2.10, 1.90], \"C_central_point\": [3.62, 4.12, 1.43], \"C_heading\": 43.60}", "C": "{\"C_lwh\": [4.80, 2.10, 1.90], \"C_central_point\": [3.50, 4.00, 1.30], \"C_heading\": 43.60}", "D": "{\"C_lwh\": [4.80, 2.10, 1.90], \"C_central_point\": [3.38, 3.88, 1.26], \"C_heading\": 43.60}", "E": "{\"C_lwh\": [4.80, 2.10, 1.90], \"C_central_point\": [4.12, 4.62, 1.93], \"C_heading\": 43.60}" }
C
{"C_lwh": [4.78, 2.1, 1.94], "C_central_point": [3.51, -4.0, -1.29], "C_heading": 43.55}
5
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -30613.23, "ty": 39615.58, "tz": 51.96, "r11": -0.57, "r12": 0.82, "r13": -0.01, "r21": -0.82, "r22": -0.57, "r23": -0.0, "r31": -0.01, "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. (at 0s)
0
0
{ "A": "{\"tx\": -30634.41, \"ty\": 39652.86, \"tz\": 81.9, \"r11\": -0.58, \"r12\": 0.82, \"r13\": -0.01, \"r21\": -0.82, \"r22\": -0.58, \"r23\": -0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": -30604.41, \"ty\": 39612.86, \"tz\": 41.9, \"r11\": -0.58, \"r12\": 0.82, \"r13\": -0.01, \"r21\": -0.82, \"r22\": -0.58, \"r23\": -0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "C": "{\"tx\": -30620.41, \"ty\": 39632.86, \"tz\": 61.9, \"r11\": -0.58, \"r12\": 0.82, \"r13\": -0.01, \"r21\": -0.82, \"r22\": -0.58, \"r23\": -0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "D": "{\"tx\": -30614.41, \"ty\": 39622.86, \"tz\": 51.9, \"r11\": -0.58, \"r12\": 0.82, \"r13\": -0.01, \"r21\": -0.82, \"r22\": -0.58, \"r23\": -0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "E": "{\"tx\": -30624.41, \"ty\": 39642.86, \"tz\": 71.9, \"r11\": -0.58, \"r12\": 0.82, \"r13\": -0.01, \"r21\": -0.82, \"r22\": -0.58, \"r23\": -0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}" }
D
{"tx": -30614.41, "ty": 39622.86, "tz": 51.94, "r11": -0.58, "r12": 0.82, "r13": -0.01, "r21": -0.82, "r22": -0.58, "r23": -0.01, "r31": -0.01, "r32": 0.01, "r33": 1.0}
6
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -30613.23, "ty": 39615.58, "tz": 51.96, "r11": -0.57, "r12": 0.82, "r13": -0.01, "r21": -0.82, "r22": -0.57, "r23": -0.0, "r31": -0.01, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose for the specific frame of the RGB video. (at 15s)
15
15
{ "A": "{\"tx\": -30615, \"ty\": 39614, \"tz\": 50, \"r11\": -0.6, \"r12\": 0.8, \"r13\": -0.01, \"r21\": -0.8, \"r22\": -0.6, \"r23\": -0.0, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": -30603, \"ty\": 39556, \"tz\": 54, \"r11\": -0.6, \"r12\": 0.8, \"r13\": -0.02, \"r21\": -0.8, \"r22\": -0.6, \"r23\": 0.02, \"r31\": 0.0, \"r32\": 0.02, \"r33\": 1.0}", "C": "{\"tx\": -30604, \"ty\": 39557, \"tz\": 53, \"r11\": -0.6, \"r12\": 0.8, \"r13\": -0.02, \"r21\": -0.8, \"r22\": -0.6, \"r23\": 0.02, \"r31\": 0.0, \"r32\": 0.02, \"r33\": 1.0}", "D": "{\"tx\": -30612, \"ty\": 39617, \"tz\": 51, \"r11\": -0.6, \"r12\": 0.8, \"r13\": -0.01, \"r21\": -0.8, \"r22\": -0.6, \"r23\": -0.0, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "E": "{\"tx\": -30613, \"ty\": 39616, \"tz\": 52, \"r11\": -0.6, \"r12\": 0.8, \"r13\": -0.01, \"r21\": -0.8, \"r22\": -0.6, \"r23\": -0.0, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}" }
C
{"tx": -30603.64, "ty": 39556.56, "tz": 52.64, "r11": -0.57, "r12": 0.82, "r13": -0.02, "r21": -0.82, "r22": -0.57, "r23": 0.02, "r31": 0.0, "r32": 0.02, "r33": 1.0}
7
outdoor
11660186733224028707_420_000_440_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?
Object description: A silver car with red taillights.
0
19.7
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
C
Front-Right
8
outdoor
11660186733224028707_420_000_440_000_camera_3.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the white car with roof sign between the two frames?
Object description: White car with roof sign.
4.2
18
{ "A": "0.00m", "B": "0.10m", "C": "0.20m", "D": "0.20m", "E": "0.30m" }
A
0.00m
9
outdoor
11901761444769610243_556_000_576_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the dark car with faint lights over the specified time interval? (at 10s)
Object description: A dark car with faint lights.
10
10
{ "A": "0.00m/s²", "B": "0.10m/s²", "C": "0.20m/s²", "D": "0.50m/s²", "E": "0.80m/s²" }
A
0.00m/s²
0
outdoor
11901761444769610243_556_000_576_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the dark vehicle at night over the specified time interval?
Object description: A dark vehicle at night.
8.3
10.1
{ "A": "0.20m/s", "B": "0.10m/s", "C": "0.30m/s", "D": "0.10m/s", "E": "0m/s" }
B
0.12m/s
1
outdoor
11901761444769610243_556_000_576_000_camera_2.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
18.9
{ "A": "move forward 15m, turn right 55°, move forward 110m, turn left 45°, move forward 25m", "B": "move forward 15m, turn left 55°, move forward 100m, turn left 45°, move forward 25m", "C": "move forward 15m, turn left 55°, move forward 110m, turn right 45°, move forward 25m", "D": "move forward 10m, turn right 50°, move forward 120m, turn left 40°, move forward 20m", "E": "move forward 14m, turn right 60°, move forward 110m, turn left 50°, move forward 24m" }
A
move forward 14.74m, turn right 55.02°, move forward 110.17m, turn left 46.75°, move forward 24.68m
2
outdoor
11901761444769610243_556_000_576_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -1474.21, "ty": 1683.71, "tz": 8.45, "r11": 0.13, "r12": -0.99, "r13": 0.05, "r21": 0.99, "r22": 0.12, "r23": -0.06, "r31": 0.05, "r32": 0.05, "r33": 1.0} in the first second's camera pose, estimate and select the most likely camera pose in 3D space using only the RGB video that matches the ground truth. (at 0s)
0
0
{ "A": "{\"tx\": -1485.00, \"ty\": 1670.00, \"tz\": 8.50, \"r11\": 0.10, \"r12\": -1.00, \"r13\": 0.05, \"r21\": 1.00, \"r22\": 0.10, \"r23\": -0.04, \"r31\": 0.03, \"r32\": 0.05, \"r33\": 1.00}", "B": "{\"tx\": -1465.00, \"ty\": 1695.00, \"tz\": 8.50, \"r11\": 0.10, \"r12\": -1.00, \"r13\": 0.05, \"r21\": 1.00, \"r22\": 0.10, \"r23\": -0.04, \"r31\": 0.03, \"r32\": 0.05, \"r33\": 1.00}", "C": "{\"tx\": -1470.00, \"ty\": 1690.00, \"tz\": 8.50, \"r11\": 0.10, \"r12\": -1.00, \"r13\": 0.05, \"r21\": 1.00, \"r22\": 0.10, \"r23\": -0.04, \"r31\": 0.03, \"r32\": 0.05, \"r33\": 1.00}", "D": "{\"tx\": -1480.00, \"ty\": 1675.00, \"tz\": 8.50, \"r11\": 0.10, \"r12\": -1.00, \"r13\": 0.05, \"r21\": 1.00, \"r22\": 0.10, \"r23\": -0.04, \"r31\": 0.03, \"r32\": 0.05, \"r33\": 1.00}", "E": "{\"tx\": -1476.00, \"ty\": 1682.00, \"tz\": 8.50, \"r11\": 0.10, \"r12\": -1.00, \"r13\": 0.05, \"r21\": 1.00, \"r22\": 0.10, \"r23\": -0.04, \"r31\": 0.03, \"r32\": 0.05, \"r33\": 1.00}" }
E
{"tx": -1476.35, "ty": 1682.09, "tz": 8.47, "r11": 0.08, "r12": -1.0, "r13": 0.05, "r21": 1.0, "r22": 0.08, "r23": -0.04, "r31": 0.03, "r32": 0.05, "r33": 1.0}
3
outdoor
11901761444769610243_556_000_576_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -1474.21, "ty": 1683.71, "tz": 8.45, "r11": 0.13, "r12": -0.99, "r13": 0.05, "r21": 0.99, "r22": 0.12, "r23": -0.06, "r31": 0.05, "r32": 0.05, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the specific frame using only the RGB video, that matches the ground truth. (at 16s)
16
16
{ "A": "{\"tx\": -1380, \"ty\": 1640, \"tz\": 19, \"r11\": 0.8, \"r12\": -0.5, \"r13\": 0.0, \"r21\": 0.5, \"r22\": 0.8, \"r23\": -0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "B": "{\"tx\": -1400, \"ty\": 1650, \"tz\": 11, \"r11\": 0.8, \"r12\": -0.5, \"r13\": 0.0, \"r21\": 0.5, \"r22\": 0.8, \"r23\": -0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "C": "{\"tx\": -1360, \"ty\": 1620, \"tz\": -1, \"r11\": 0.8, \"r12\": -0.5, \"r13\": 0.0, \"r21\": 0.5, \"r22\": 0.8, \"r23\": -0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "D": "{\"tx\": -1390, \"ty\": 1610, \"tz\": 1, \"r11\": 0.8, \"r12\": -0.5, \"r13\": 0.0, \"r21\": 0.5, \"r22\": 0.8, \"r23\": -0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "E": "{\"tx\": -1370, \"ty\": 1630, \"tz\": 9, \"r11\": 0.8, \"r12\": -0.5, \"r13\": 0.0, \"r21\": 0.5, \"r22\": 0.8, \"r23\": -0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}" }
E
{"tx": -1366.96, "ty": 1626.18, "tz": 8.94, "r11": 0.84, "r12": -0.54, "r13": -0.0, "r21": 0.54, "r22": 0.84, "r23": -0.02, "r31": 0.01, "r32": 0.02, "r33": 1.0}
4
outdoor
11901761444769610243_556_000_576_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?
Object description: An old bus with roof rack.
0
18.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
B
Front-Left
5
outdoor
11901761444769610243_556_000_576_000_camera_2.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement of the camera or object between two frames in a dark scene with faint distant lights?
Object description: Dark scene with faint distant lights.
7.9
10.9
{ "A": "0m", "B": "0.20m", "C": "0.20m", "D": "0.40m", "E": "0.40m" }
C
0.21m
6
outdoor
12102100359426069856_3931_470_3951_470_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the Silver Beetle with open trunk over the specified time interval?
Object description: Silver Beetle with open trunk.
3.3
10.6
{ "A": "0.00m/s", "B": "0.1m/s", "C": "0.5m/s", "D": "0.2m/s", "E": "0.4m/s" }
A
0.03m/s
0
outdoor
12102100359426069856_3931_470_3951_470_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the blue sedan on the residential street over the specified time interval?
Object description: Blue sedan on residential street.
4.3
12.2
{ "A": "2.00m/s", "B": "1.50m/s", "C": "0.00m/s", "D": "0.50m/s", "E": "1.00m/s" }
C
0.00m/s
1
outdoor
12102100359426069856_3931_470_3951_470_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?
0
19.7
{ "A": "10°", "B": "12°", "C": "0°", "D": "7°", "E": "5°" }
C
0.61°
2
outdoor
12102100359426069856_3931_470_3951_470_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.7
{ "A": "move forward 200m", "B": "move forward 150m", "C": "move forward 200m and turn left 75°", "D": "move forward 250m", "E": "move forward 200m and turn right 60°" }
A
move forward 201.32m
3
outdoor
12102100359426069856_3931_470_3951_470_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 2679.49, "ty": 3286.57, "tz": 212.77, "r11": -1.0, "r12": 0.03, "r13": 0.01, "r21": -0.03, "r22": -1.0, "r23": 0.02, "r31": 0.01, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the specific frame using only the RGB video. (at 10s)
10
10
{ "A": "{\"tx\": 2606.2, \"ty\": 3304.9, \"tz\": 232.9, \"r11\": -1.0, \"r12\": 0.08, \"r13\": 0.0, \"r21\": -0.08, \"r22\": -1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "B": "{\"tx\": 2576.2, \"ty\": 3274.9, \"tz\": 202.9, \"r11\": -1.0, \"r12\": 0.05, \"r13\": 0.0, \"r21\": -0.05, \"r22\": -1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "C": "{\"tx\": 2596.2, \"ty\": 3294.9, \"tz\": 222.9, \"r11\": -1.0, \"r12\": 0.07, \"r13\": 0.0, \"r21\": -0.07, \"r22\": -1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "D": "{\"tx\": 2566.2, \"ty\": 3264.9, \"tz\": 192.9, \"r11\": -1.0, \"r12\": 0.04, \"r13\": 0.0, \"r21\": -0.04, \"r22\": -1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}", "E": "{\"tx\": 2586.2, \"ty\": 3284.9, \"tz\": 212.9, \"r11\": -1.0, \"r12\": 0.06, \"r13\": 0.0, \"r21\": -0.06, \"r22\": -1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}" }
E
{"tx": 2586.23, "ty": 3284.92, "tz": 212.87, "r11": -1.0, "r12": 0.06, "r13": 0.0, "r21": -0.06, "r22": -1.0, "r23": 0.0, "r31": 0.0, "r32": 0.0, "r33": 1.0}
4
outdoor
12102100359426069856_3931_470_3951_470_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?
Object description: A woman in blue dress by a car.
0
19.7
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
5
outdoor
12134738431513647889_3118_000_3138_000_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of a black Nissan Versa?
Object description: A black Nissan Versa.
14.8
19.8
{ "A": "5.00m", "B": "4.00m", "C": "4.50m", "D": "5.00m", "E": "4.80m" }
C
4.50m, 2.00m, 1.55m
0
outdoor
12134738431513647889_3118_000_3138_000_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most likely minimum relative distance between the silver sedan with red taillights and the black sedan with red taillights in the given frame?
Objects: Silver sedan with red taillights. and Black sedan with red taillights.
14.8
14.8
{ "A": "4.93m", "B": "6.19m", "C": "7.34m", "D": "6.73m", "E": "5.68m" }
B
6.19m
1
outdoor
12134738431513647889_3118_000_3138_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the silver sedan with red taillights over the specified time interval? (at 3s)
Object description: A silver sedan with red taillights.
3
3
{ "A": "0.00m/s", "B": "0.10m/s", "C": "0.50m/s", "D": "1.00m/s", "E": "1.50m/s" }
A
0.00m/s
2
outdoor
12134738431513647889_3118_000_3138_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the black Nissan Versa over the specified time interval? (at 14s)
Object description: A black Nissan Versa.
14
14
{ "A": "5.11m/s", "B": "6.73m/s", "C": "7.87m/s", "D": "5.91m/s", "E": "7.30m/s" }
E
7.30m/s
3
outdoor
12134738431513647889_3118_000_3138_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?
0
19.7
{ "A": "0°", "B": "7°", "C": "5°", "D": "10°", "E": "12°" }
A
-0.55°
4
outdoor
12134738431513647889_3118_000_3138_000_camera_1.mp4
Waymo
Trajectory Description
Single Choice
Which of the following best describes the camera's movement trajectory?
0
19.7
{ "A": "move forward 20m, then turn right 45°", "B": "move forward 35m", "C": "move forward 50m, then turn left 90°", "D": "move forward 30m, then turn left 60°", "E": "move forward 40m, then turn right 30°" }
B
move forward 35.73m
5
outdoor
12134738431513647889_3118_000_3138_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 4153.14, "ty": -2330.14, "tz": 27.59, "r11": -0.93, "r12": -0.37, "r13": 0.04, "r21": 0.37, "r22": -0.93, "r23": 0.01, "r31": 0.03, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the specific frame at the first second. (at 5s)
5
5
{ "A": "{\"tx\": 4110, \"ty\": -2300, \"tz\": 28, \"r11\": -0.9, \"r12\": -0.4, \"r13\": 0, \"r21\": 0.4, \"r22\": -0.9, \"r23\": 0, \"r31\": 0, \"r32\": 0, \"r33\": 1}", "B": "{\"tx\": 4120, \"ty\": -2310, \"tz\": 28, \"r11\": -0.9, \"r12\": -0.4, \"r13\": 0, \"r21\": 0.4, \"r22\": -0.9, \"r23\": 0, \"r31\": 0, \"r32\": 0, \"r33\": 1}", "C": "{\"tx\": 4140, \"ty\": -2330, \"tz\": 28, \"r11\": -0.9, \"r12\": -0.4, \"r13\": 0, \"r21\": 0.4, \"r22\": -0.9, \"r23\": 0, \"r31\": 0, \"r32\": 0, \"r33\": 1}", "D": "{\"tx\": 4130, \"ty\": -2320, \"tz\": 28, \"r11\": -0.9, \"r12\": -0.4, \"r13\": 0, \"r21\": 0.4, \"r22\": -0.9, \"r23\": 0, \"r31\": 0, \"r32\": 0, \"r33\": 1}", "E": "{\"tx\": 4150, \"ty\": -2330, \"tz\": 28, \"r11\": -0.9, \"r12\": -0.4, \"r13\": 0, \"r21\": 0.4, \"r22\": -0.9, \"r23\": 0, \"r31\": 0, \"r32\": 0, \"r33\": 1}" }
D
{"tx": 4133.55, "ty": -2321.98, "tz": 27.67, "r11": -0.93, "r12": -0.38, "r13": 0.04, "r21": 0.38, "r22": -0.93, "r23": 0.02, "r31": 0.03, "r32": 0.03, "r33": 1.0}
6
outdoor
12134738431513647889_3118_000_3138_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?
Object description: A silver sedan with red taillights.
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
7
outdoor
12306251798468767010_560_000_580_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the blue coupe with red taillights over the specified time interval? (at 8s)
Object description: A blue coupe with red taillights.
8
8
{ "A": "4.52m/s", "B": "1.13m/s", "C": "0.57m/s", "D": "0.00m/s", "E": "2.26m/s" }
D
0.00m/s
0
outdoor
12306251798468767010_560_000_580_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the White Chevrolet Camaro with red stripes over the specified time interval? (at 19s)
Object description: White Chevrolet Camaro with red stripes.
19
19
{ "A": "1.00 m/s²", "B": "0.00 m/s²", "C": "1.80 m/s²", "D": "2.50 m/s²", "E": "0.50 m/s²" }
B
0.00m/s²
1
outdoor
12306251798468767010_560_000_580_000_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.7
{ "A": "move forward 30.71m, turn left 41.42°, move forward 46.87m", "B": "move forward 30.00m, turn left 40.00°, move forward 48.00m", "C": "move forward 29.29m, turn right 40.00°, move forward 48.28m", "D": "move forward 31.42m, turn left 38.58°, move forward 49.70m", "E": "move forward 30.00m, turn right 40.71°, move forward 47.58m" }
B
move forward 30.90m, turn left 40.85°, move forward 47.86m
2
outdoor
12306251798468767010_560_000_580_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -4552.23, "ty": 11386.77, "tz": 191.78, "r11": 0.61, "r12": -0.8, "r13": -0.03, "r21": 0.79, "r22": 0.61, "r23": -0.05, "r31": 0.06, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video for the specific frame and match the ground truth. (at 17s)
17
17
{ "A": "{\"tx\": -4536.4, \"ty\": 11450.6, \"tz\": 204.8, \"r11\": -0.3, \"r12\": -0.9, \"r13\": 0.0, \"r21\": 0.9, \"r22\": -0.3, \"r23\": -0.0, \"r31\": 0.0, \"r32\": -0.0, \"r33\": 1.0}", "B": "{\"tx\": -4539.4, \"ty\": 11460.6, \"tz\": 214.8, \"r11\": -0.3, \"r12\": -0.9, \"r13\": 0.0, \"r21\": 0.9, \"r22\": -0.3, \"r23\": -0.0, \"r31\": 0.0, \"r32\": -0.0, \"r33\": 1.0}", "C": "{\"tx\": -4556.4, \"ty\": 11420.6, \"tz\": 194.8, \"r11\": -0.3, \"r12\": -0.9, \"r13\": 0.0, \"r21\": 0.9, \"r22\": -0.3, \"r23\": -0.0, \"r31\": 0.0, \"r32\": -0.0, \"r33\": 1.0}", "D": "{\"tx\": -4566.4, \"ty\": 11430.6, \"tz\": 184.8, \"r11\": -0.3, \"r12\": -0.9, \"r13\": 0.0, \"r21\": 0.9, \"r22\": -0.3, \"r23\": -0.0, \"r31\": 0.0, \"r32\": -0.0, \"r33\": 1.0}", "E": "{\"tx\": -4546.4, \"ty\": 11440.6, \"tz\": 194.8, \"r11\": -0.3, \"r12\": -0.9, \"r13\": 0.0, \"r21\": 0.9, \"r22\": -0.3, \"r23\": -0.0, \"r31\": 0.0, \"r32\": -0.0, \"r33\": 1.0}" }
E
{"tx": -4546.44, "ty": 11440.64, "tz": 194.78, "r11": -0.33, "r12": -0.95, "r13": 0.0, "r21": 0.94, "r22": -0.33, "r23": -0.04, "r31": 0.04, "r32": -0.01, "r33": 1.0}
3
outdoor
12306251798468767010_560_000_580_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -4552.23, "ty": 11386.77, "tz": 191.78, "r11": 0.61, "r12": -0.8, "r13": -0.03, "r21": 0.79, "r22": 0.61, "r23": -0.05, "r31": 0.06, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose for the specific frame from the options below. (at 5s)
5
5
{ "A": "{\"tx\": -4562.2, \"ty\": 11376.8, \"tz\": 191.8, \"r11\": 0.61, \"r12\": -0.8, \"r13\": -0.03, \"r21\": 0.79, \"r22\": 0.61, \"r23\": -0.05, \"r31\": 0.06, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": -4532.2, \"ty\": 11420.8, \"tz\": 194.8, \"r11\": 0.35, \"r12\": -0.92, \"r13\": 0.00, \"r21\": 0.92, \"r22\": 0.35, \"r23\": -0.05, \"r31\": 0.05, \"r32\": 0.01, \"r33\": 1.0}", "C": "{\"tx\": -4542.7, \"ty\": 11400.9, \"tz\": 192.7, \"r11\": 0.41, \"r12\": -0.91, \"r13\": -0.01, \"r21\": 0.91, \"r22\": 0.41, \"r23\": -0.05, \"r31\": 0.05, \"r32\": 0.01, \"r33\": 1.0}", "D": "{\"tx\": -4540.2, \"ty\": 11410.8, \"tz\": 193.8, \"r11\": 0.45, \"r12\": -0.88, \"r13\": -0.01, \"r21\": 0.88, \"r22\": 0.45, \"r23\": -0.05, \"r31\": 0.05, \"r32\": 0.01, \"r33\": 1.0}", "E": "{\"tx\": -4550.2, \"ty\": 11396.8, \"tz\": 191.7, \"r11\": 0.51, \"r12\": -0.85, \"r13\": -0.02, \"r21\": 0.85, \"r22\": 0.51, \"r23\": -0.05, \"r31\": 0.06, \"r32\": 0.01, \"r33\": 1.0}" }
C
{"tx": -4542.69, "ty": 11400.9, "tz": 192.71, "r11": 0.41, "r12": -0.91, "r13": -0.01, "r21": 0.91, "r22": 0.41, "r23": -0.05, "r31": 0.05, "r32": 0.01, "r33": 1.0}
4
outdoor
12306251798468767010_560_000_580_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?
Object description: A blue coupe with red taillights.
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
5
outdoor
12306251798468767010_560_000_580_000_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the white car with black roof between two frames?
Object description: White car with black roof.
0
13.6
{ "A": "0.10m", "B": "0.20m", "C": "0.40m", "D": "0.30m", "E": "0.20m" }
E
0.21m
6
outdoor
12306251798468767010_560_000_580_000_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the White Chevrolet Camaro with red stripes between two frames?
Object description: White Chevrolet Camaro with red stripes.
5.8
19.4
{ "A": "0.0m", "B": "0.1m", "C": "0.1m", "D": "0.2m", "E": "0.2m" }
A
0.08m
7
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
Dimensional Measurement
Single Choice
What is the length of the silver SUV with tinted windows?
Object description: A silver SUV with tinted windows.
4.8
7.5
{ "A": "5.60m", "B": "4.60m", "C": "2.30m", "D": "5.10m", "E": "1.80m" }
D
5.10m, 2.28m, 1.76m
0
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length for the black Acura SUV?
Object description: A black Acura SUV.
18.5
19.9
{ "A": "5.10m", "B": "2.90m", "C": "3.90m", "D": "4.60m", "E": "6.00m" }
A
5.13m, 2.32m, 1.89m
1
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the black Acura SUV over the specified time interval? (at 18s)
Object description: A black Acura SUV.
18
18
{ "A": "0.00m/s²", "B": "0.10m/s²", "C": "0.20m/s²", "D": "0.40m/s²", "E": "0.80m/s²" }
A
0.00m/s²
2
outdoor
12358364923781697038_2232_990_2252_990_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?
0
19.8
{ "A": "0°", "B": "10°", "C": "7°", "D": "5°", "E": "12°" }
A
0.59°
3
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.8
{ "A": "move forward 70m, then turn right 75°", "B": "move forward 70m", "C": "move forward 75m, then turn left 90°", "D": "move forward 80m, then turn right 60°", "E": "move forward 70m, then turn left 45°" }
B
move forward 73.20m
4
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
3D Video Grounding
Single Choice
What are the camera coordinates for the 3D bounding box of the silver SUV with tinted windows in the selected frame?
Object description: A silver SUV with tinted windows.
7
7
{ "A": "{\"C_lwh\": [5.10, 2.30, 1.80], \"C_central_point\": [11.12, 6.03, 1.20], \"C_heading\": 90.00}", "B": "{\"C_lwh\": [5.10, 2.30, 1.80], \"C_central_point\": [9.88, 4.78, 1.20], \"C_heading\": 90.00}", "C": "{\"C_lwh\": [5.10, 2.30, 1.80], \"C_central_point\": [10.50, 5.40, 1.20], \"C_heading\": 90.00}", "D": "{\"C_lwh\": [5.10, 2.30, 1.80], \"C_central_point\": [10.75, 5.65, 1.20], \"C_heading\": 90.00}", "E": "{\"C_lwh\": [5.10, 2.30, 1.80], \"C_central_point\": [10.25, 5.15, 1.20], \"C_heading\": 90.00}" }
C
{"C_lwh": [5.1, 2.28, 1.76], "C_central_point": [10.48, 5.43, -1.18], "C_heading": 89.92}
5
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 1801.96, "ty": -5539.16, "tz": 116.61, "r11": -0.08, "r12": 1.0, "r13": 0.01, "r21": -1.0, "r22": -0.08, "r23": 0.02, "r31": 0.02, "r32": -0.0, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video and match the ground truth for the specific frame. (at 13s)
13
13
{ "A": "Camera pose: {\"tx\": 1754.2, \"ty\": -5547.2, \"tz\": 126.5, \"r11\": -0.08, \"r12\": 1.0, \"r13\": 0.01, \"r21\": -1.0, \"r22\": -0.08, \"r23\": -0.0, \"r31\": -0.0, \"r32\": -0.01, \"r33\": 1.0}", "B": "Camera pose: {\"tx\": 1744.15, \"ty\": -5537.17, \"tz\": 116.52, \"r11\": -0.08, \"r12\": 1.0, \"r13\": 0.01, \"r21\": -1.0, \"r22\": -0.08, \"r23\": -0.0, \"r31\": -0.0, \"r32\": -0.01, \"r33\": 1.0}", "C": "Camera pose: {\"tx\": 1794.2, \"ty\": -5587.2, \"tz\": 166.5, \"r11\": -0.08, \"r12\": 1.0, \"r13\": 0.01, \"r21\": -1.0, \"r22\": -0.08, \"r23\": -0.0, \"r31\": -0.0, \"r32\": -0.01, \"r33\": 1.0}", "D": "Camera pose: {\"tx\": 1764.2, \"ty\": -5557.2, \"tz\": 136.5, \"r11\": -0.08, \"r12\": 1.0, \"r13\": 0.01, \"r21\": -1.0, \"r22\": -0.08, \"r23\": -0.0, \"r31\": -0.0, \"r32\": -0.01, \"r33\": 1.0}", "E": "Camera pose: {\"tx\": 1784.2, \"ty\": -5577.2, \"tz\": 156.5, \"r11\": -0.08, \"r12\": 1.0, \"r13\": 0.01, \"r21\": -1.0, \"r22\": -0.08, \"r23\": -0.0, \"r31\": -0.0, \"r32\": -0.01, \"r33\": 1.0}" }
B
{"tx": 1744.15, "ty": -5537.17, "tz": 116.52, "r11": -0.08, "r12": 1.0, "r13": 0.01, "r21": -1.0, "r22": -0.08, "r23": -0.0, "r31": -0.0, "r32": -0.01, "r33": 1.0}
6
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 1801.96, "ty": -5539.16, "tz": 116.61, "r11": -0.08, "r12": 1.0, "r13": 0.01, "r21": -1.0, "r22": -0.08, "r23": 0.02, "r31": 0.02, "r32": -0.0, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video and selecting the most appropriate estimation to match the ground truth. (at 19s)
19
19
{ "A": "{\"tx\": 1810.00, \"ty\": -5550.00, \"tz\": 125.00, \"r11\": -0.05, \"r12\": 0.99, \"r13\": 0.03, \"r21\": -0.99, \"r22\": -0.05, \"r23\": 0.02, \"r31\": 0.03, \"r32\": -0.02, \"r33\": 0.98}", "B": "{\"tx\": 1740.60, \"ty\": -5536.30, \"tz\": 116.60, \"r11\": -0.3, \"r12\": 0.95, \"r13\": 0.01, \"r21\": -0.95, \"r22\": -0.3, \"r23\": -0.02, \"r31\": -0.01, \"r32\": -0.02, \"r33\": 1.0}", "C": "{\"tx\": 1735.00, \"ty\": -5531.00, \"tz\": 110.00, \"r11\": -0.35, \"r12\": 0.94, \"r13\": 0.02, \"r21\": -0.94, \"r22\": -0.35, \"r23\": 0.01, \"r31\": 0.02, \"r32\": -0.02, \"r33\": 0.99}", "D": "{\"tx\": 1805.00, \"ty\": -5545.00, \"tz\": 115.00, \"r11\": -0.2, \"r12\": 0.98, \"r13\": 0.01, \"r21\": -0.98, \"r22\": -0.2, \"r23\": 0.02, \"r31\": 0.01, \"r32\": -0.01, \"r33\": 0.98}", "E": "{\"tx\": 1800.00, \"ty\": -5540.00, \"tz\": 120.00, \"r11\": -0.1, \"r12\": 0.99, \"r13\": 0.02, \"r21\": -0.99, \"r22\": -0.1, \"r23\": 0.01, \"r31\": 0.02, \"r32\": -0.01, \"r33\": 0.99}" }
B
{"tx": 1740.61, "ty": -5536.27, "tz": 116.55, "r11": -0.3, "r12": 0.95, "r13": 0.01, "r21": -0.95, "r22": -0.3, "r23": -0.02, "r31": -0.01, "r32": -0.02, "r33": 1.0}
7
outdoor
12358364923781697038_2232_990_2252_990_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?
Object description: A silver SUV with tinted windows.
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
D
Left
8
outdoor
12358364923781697038_2232_990_2252_990_camera_4.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the camera or object between two frames?
0
19.8
{ "A": "70.00m", "B": "65.69m", "C": "71.44m", "D": "69.28m", "E": "67.85m" }
A
73.20m
9
outdoor
12374656037744638388_1412_711_1432_711_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the White Dodge pickup truck?
Object description: White Dodge pickup truck.
0.1
6.4
{ "A": "6.20m", "B": "5.70m", "C": "5.00m", "D": "6.30m", "E": "5.10m" }
B
5.69m, 2.48m, 1.86m
0
outdoor
12374656037744638388_1412_711_1432_711_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the length of the silver sedan with red taillights?
Object description: A silver sedan with red taillights.
1.1
12.8
{ "A": "5.00m", "B": "1.20m", "C": "2.90m", "D": "3.80m", "E": "4.50m" }
E
4.52m, 2.09m, 1.49m
1
outdoor
12374656037744638388_1412_711_1432_711_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average or instantaneous speed of the white Dodge pickup truck over the specified time interval? (at 6s)
Object description: White Dodge pickup truck.
6
6
{ "A": "2.04m/s", "B": "4.60m/s", "C": "6.05m/s", "D": "6.61m/s", "E": "4.04m/s" }
B
4.56m/s
2
outdoor
12374656037744638388_1412_711_1432_711_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?
0
19.8
{ "A": "0°", "B": "10°", "C": "15°", "D": "12°", "E": "5°" }
A
0.60°
3
outdoor
12374656037744638388_1412_711_1432_711_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.8
{ "A": "move forward 300m", "B": "move forward 250m", "C": "move forward 300m", "D": "move forward 200m", "E": "move forward 350m" }
C
move forward 296.51m
4
outdoor
12374656037744638388_1412_711_1432_711_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 352.49, "ty": 6402.94, "tz": 91.49, "r11": 0.35, "r12": -0.94, "r13": 0.02, "r21": 0.94, "r22": 0.35, "r23": -0.01, "r31": 0.0, "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. (at 15s)
15
15
{ "A": "{\"tx\": 496.4, \"ty\": 6546.9, \"tz\": 101.0, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.02, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.01, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": 494.4, \"ty\": 6544.9, \"tz\": 91.0, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.02, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.01, \"r32\": 0.02, \"r33\": 1.0}", "C": "{\"tx\": 490.4, \"ty\": 6540.9, \"tz\": 86.0, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.02, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.01, \"r32\": 0.02, \"r33\": 1.0}", "D": "{\"tx\": 500.4, \"ty\": 6550.9, \"tz\": 96.0, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.02, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.01, \"r32\": 0.02, \"r33\": 1.0}", "E": "{\"tx\": 492.4, \"ty\": 6542.9, \"tz\": 81.0, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.02, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.01, \"r32\": 0.02, \"r33\": 1.0}" }
B
{"tx": 494.45, "ty": 6544.89, "tz": 90.96, "r11": 0.85, "r12": -0.52, "r13": 0.02, "r21": 0.52, "r22": 0.85, "r23": -0.02, "r31": -0.01, "r32": 0.02, "r33": 1.0}
5
outdoor
12374656037744638388_1412_711_1432_711_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 352.49, "ty": 6402.94, "tz": 91.49, "r11": 0.35, "r12": -0.94, "r13": 0.02, "r21": 0.94, "r22": 0.35, "r23": -0.01, "r31": 0.0, "r32": 0.03, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the first second using only the RGB video. (at 17s)
17
17
{ "A": "{\"tx\": 515.3, \"ty\": 6543.5, \"tz\": 85.7, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.01, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.0, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": 545.3, \"ty\": 6583.5, \"tz\": 92.7, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.01, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.0, \"r32\": 0.02, \"r33\": 1.0}", "C": "{\"tx\": 525.3, \"ty\": 6563.5, \"tz\": 90.7, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.01, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.0, \"r32\": 0.02, \"r33\": 1.0}", "D": "{\"tx\": 523.3, \"ty\": 6565.5, \"tz\": 89.7, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.01, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.0, \"r32\": 0.02, \"r33\": 1.0}", "E": "{\"tx\": 535.3, \"ty\": 6573.5, \"tz\": 95.7, \"r11\": 0.85, \"r12\": -0.52, \"r13\": 0.01, \"r21\": 0.52, \"r22\": 0.85, \"r23\": -0.02, \"r31\": -0.0, \"r32\": 0.02, \"r33\": 1.0}" }
C
{"tx": 525.29, "ty": 6563.45, "tz": 90.72, "r11": 0.85, "r12": -0.52, "r13": 0.01, "r21": 0.52, "r22": 0.85, "r23": -0.02, "r31": -0.0, "r32": 0.02, "r33": 1.0}
6
outdoor
12374656037744638388_1412_711_1432_711_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?
Object description: White Dodge pickup truck.
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
7
outdoor
12374656037744638388_1412_711_1432_711_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the white Dodge pickup truck between two frames?
Object description: White Dodge pickup truck.
0
6.3
{ "A": "59.99m", "B": "56.00m", "C": "50.01m", "D": "64.27m", "E": "52.08m" }
B
56.03m
8
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of a silver sedan car?
Object description: A silver sedan car.
14.3
15.8
{ "A": "5.50m", "B": "4.00m", "C": "3.90m", "D": "5.10m", "E": "4.60m" }
E
4.61m, 2.18m, 1.39m
0
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the silver SUV with roof racks?
Object description: Silver SUV with roof racks.
8.4
10.1
{ "A": "6.85m", "B": "4.98m", "C": "5.60m", "D": "3.73m", "E": "6.13m" }
C
5.56m, 2.24m, 1.87m
1
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the black SUV with silver trim over the specified time interval? (at 12s)
Object description: Black SUV with silver trim.
12
12
{ "A": "0.00m/s", "B": "0.10m/s", "C": "0.10m/s", "D": "0.20m/s", "E": "0.40m/s" }
C
0.14m/s
2
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the silver sedan car over the specified time interval? (at 15s)
Object description: A silver sedan car.
15
15
{ "A": "0.00m/s", "B": "0.20m/s", "C": "0.20m/s", "D": "0.30m/s", "E": "0.20m/s" }
C
0.17m/s
3
outdoor
12496433400137459534_120_000_140_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?
0
19.6
{ "A": "10°", "B": "17°", "C": "0°", "D": "5°", "E": "15°" }
C
1.68°
4
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.6
{ "A": "move forward 120m", "B": "move forward 100m", "C": "move forward 120m, then turn right 45°", "D": "move forward 150m", "E": "move forward 120m, then turn left 30°" }
A
move forward 121.13m
5
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
3D Video Grounding
Single Choice
Which of the following options correctly describes the 3D bounding box of the dark SUV with chrome trim in camera coordinates?
Object description: Dark SUV with chrome trim.
12
12
{ "A": "{\"C_lwh\": [4.85, 2.03, 1.94], \"C_central_point\": [7.80, 5.40, 1.40], \"C_heading\": 89.70}", "B": "{\"C_lwh\": [4.85, 2.03, 1.94], \"C_central_point\": [8.80, 5.40, 1.40], \"C_heading\": 89.70}", "C": "{\"C_lwh\": [4.85, 2.03, 1.94], \"C_central_point\": [8.30, 5.40, 1.40], \"C_heading\": 89.70}", "D": "{\"C_lwh\": [4.85, 2.03, 1.94], \"C_central_point\": [10.30, 5.40, 1.40], \"C_heading\": 89.70}", "E": "{\"C_lwh\": [4.85, 2.03, 1.94], \"C_central_point\": [10.80, 5.40, 1.40], \"C_heading\": 89.70}" }
C
{"C_lwh": [4.85, 2.03, 1.94], "C_central_point": [8.34, 5.4, -1.37], "C_heading": 89.72}
6
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 3606.63, "ty": 1970.24, "tz": -189.87, "r11": 1.0, "r12": -0.09, "r13": 0.0, "r21": 0.09, "r22": 1.0, "r23": -0.01, "r31": -0.0, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose in 3D space at the first second's frame using only the RGB video. (at 12s)
12
12
{ "A": "{\"tx\": 3596.5, \"ty\": 1961.0, \"tz\": -169.5, \"r11\": 1.0, \"r12\": -0.1, \"r13\": -0.1, \"r21\": 0.1, \"r22\": 1.0, \"r23\": 0.0, \"r31\": 0.1, \"r32\": -0.0, \"r33\": 1.0}", "B": "{\"tx\": 3611.5, \"ty\": 1909.0, \"tz\": -189.5, \"r11\": 1.0, \"r12\": -0.1, \"r13\": -0.0, \"r21\": 0.1, \"r22\": 1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": -0.0, \"r33\": 1.0}", "C": "{\"tx\": 3621.5, \"ty\": 1899.0, \"tz\": -179.5, \"r11\": 1.0, \"r12\": -0.1, \"r13\": -0.0, \"r21\": 0.1, \"r22\": 1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": -0.0, \"r33\": 1.0}", "D": "{\"tx\": 3606.6, \"ty\": 1970.2, \"tz\": -189.9, \"r11\": 1.0, \"r12\": -0.1, \"r13\": 0.0, \"r21\": 0.1, \"r22\": 1.0, \"r23\": -0.0, \"r31\": -0.0, \"r32\": 0.0, \"r33\": 1.0}", "E": "{\"tx\": 3601.5, \"ty\": 1989.0, \"tz\": -199.5, \"r11\": 1.0, \"r12\": -0.1, \"r13\": -0.0, \"r21\": 0.1, \"r22\": 1.0, \"r23\": 0.0, \"r31\": 0.0, \"r32\": 0.0, \"r33\": 1.0}" }
B
{"tx": 3611.47, "ty": 1908.97, "tz": -189.45, "r11": 1.0, "r12": -0.08, "r13": -0.02, "r21": 0.08, "r22": 1.0, "r23": 0.01, "r31": 0.02, "r32": -0.01, "r33": 1.0}
7
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 3606.63, "ty": 1970.24, "tz": -189.87, "r11": 1.0, "r12": -0.09, "r13": 0.0, "r21": 0.09, "r22": 1.0, "r23": -0.01, "r31": -0.0, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video and matching the ground truth for the first second's frame. (at 16s)
16
16
{ "A": "tx: 3611.60, ty: 1960.20, tz: -188.90, r11: 0.98, r12: -0.08, r13: -0.02, r21: 0.08, r22: 0.98, r23: 0.01, r31: 0.02, r32: -0.01, r33: 0.98", "B": "tx: 3625.60, ty: 1855.20, tz: -191.90, r11: 1.0, r12: -0.05, r13: -0.05, r21: 0.05, r22: 1.0, r23: 0.03, r31: 0.05, r32: -0.03, r33: 1.0", "C": "tx: 3620.60, ty: 1880.20, tz: -190.90, r11: 1.0, r12: -0.07, r13: -0.02, r21: 0.07, r22: 1.0, r23: 0.02, r31: 0.02, r32: -0.02, r33: 1.0", "D": "tx: 3605.60, ty: 1978.20, tz: -189.90, r11: 1.0, r12: -0.10, r13: 0.01, r21: 0.10, r22: 1.0, r23: -0.02, r31: -0.01, r32: 0.02, r33: 1.0", "E": "tx: 3614.00, ty: 1873.10, tz: -189.20, r11: 1.0, r12: -0.06, r13: -0.03, r21: 0.06, r22: 1.0, r23: 0.01, r31: 0.03, r32: -0.01, r33: 1.0" }
E
{"tx": 3613.98, "ty": 1873.14, "tz": -189.15, "r11": 1.0, "r12": -0.06, "r13": -0.03, "r21": 0.06, "r22": 1.0, "r23": 0.01, "r31": 0.03, "r32": -0.01, "r33": 1.0}
8
outdoor
12496433400137459534_120_000_140_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?
Object description: Silver pickup truck with ladder rack.
0
19.7
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
D
Left
9
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement of the silver sedan car between two frames?
Object description: A silver sedan car.
14.2
15.7
{ "A": "0.00m", "B": "0.10m", "C": "0.20m", "D": "0.20m", "E": "0.30m" }
C
0.16m
10
outdoor
12496433400137459534_120_000_140_000_camera_4.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the silver SUV with roof racks between two frames?
Object description: Silver SUV with roof racks.
8.3
10
{ "A": "0.10m", "B": "0.20m", "C": "0.00m", "D": "0.30m", "E": "0.50m" }
C
0.00m
11
outdoor
12657584952502228282_3940_000_3960_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the silver SUV in front of cars over the specified time interval? (at 1s)
Object description: A silver SUV in front of cars.
1
1
{ "A": "0.00 m/s²", "B": "0.10 m/s²", "C": "0.20 m/s²", "D": "0.30 m/s²", "E": "0.40 m/s²" }
A
0.00m/s²
0
outdoor
12657584952502228282_3940_000_3960_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?
0
19.7
{ "A": "10°", "B": "0°", "C": "12°", "D": "15°", "E": "5°" }
B
-1.38°
1
outdoor
12657584952502228282_3940_000_3960_000_camera_1.mp4
Waymo
Trajectory Description
Single Choice
Which of the following best describes the camera's movement trajectory?
0
19.7
{ "A": "move forward 130m", "B": "move forward 120m, then turn left 75°", "C": "move forward 130m, then turn right 90°", "D": "move forward 130m, then turn left 45°", "E": "move forward 100m, then turn right 60°" }
A
move forward 128.17m
2
outdoor
12657584952502228282_3940_000_3960_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What are the camera coordinates of the 3D bounding box for the silver car with rear damage when it first co-occurs with the black car with headlights on?
Target object description: Silver car with rear damage.; Condition object description: A black car with headlights on.
0
0
{ "A": "{\"C_lwh\": [4.71, 2.18, 1.52], \"C_central_point\": [29.68, 2.90, 1.73], \"C_heading\": 1.10}", "B": "{\"C_lwh\": [4.71, 2.18, 1.52], \"C_central_point\": [30.30, 2.90, 1.10], \"C_heading\": 1.10}", "C": "{\"C_lwh\": [4.71, 2.18, 1.52], \"C_central_point\": [30.43, 2.90, 1.59], \"C_heading\": 1.10}", "D": "{\"C_lwh\": [4.71, 2.18, 1.52], \"C_central_point\": [30.93, 2.90, 1.10], \"C_heading\": 1.10}", "E": "{\"C_lwh\": [4.71, 2.18, 1.52], \"C_central_point\": [30.18, 3.52, 1.73], \"C_heading\": 1.10}" }
B
{"C_lwh": [4.71, 2.18, 1.52], "C_central_point": [30.34, -2.87, -1.08], "C_heading": 1.11}
3
outdoor
12657584952502228282_3940_000_3960_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What are the camera coordinates for the 3D bounding box of a black Fiat 500 at the frame where it last co-occurs with a lineup of parked cars at night?
Target object description: A black Fiat 500.; Condition object description: A lineup of parked cars at night.
15
15
{ "A": "{\"C_lwh\": [3.54, 1.87, 1.68], \"C_central_point\": [30.38, 3.445, 0.89], \"C_heading\": 2.6}", "B": "{\"C_lwh\": [3.71, 1.96, 1.75], \"C_central_point\": [32.83, 2.87, 0.96], \"C_heading\": 3.61}", "C": "{\"C_lwh\": [3.49, 3.394, 1.64], \"C_central_point\": [29.94, 2.62, 0.88], \"C_heading\": 1.8}", "D": "{\"C_lwh\": [3.60, 1.90, 1.70], \"C_central_point\": [30.90, 2.70, 0.90], \"C_heading\": 3.50}", "E": "{\"C_lwh\": [3.83, 2.01, 1.80], \"C_central_point\": [34.77, 3.04, 1.02], \"C_heading\": 3.72}" }
D
{"C_lwh": [3.63, 1.86, 1.66], "C_central_point": [30.92, -2.72, -0.92], "C_heading": 3.51}
4
outdoor
12657584952502228282_3940_000_3960_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -2406.17, "ty": 12929.2, "tz": -165.41, "r11": -1.0, "r12": 0.07, "r13": 0.03, "r21": -0.06, "r22": -1.0, "r23": 0.02, "r31": 0.03, "r32": 0.02, "r33": 1.0}, estimate and select the most likely 3D camera pose for the specific frame that matches the ground truth. (at 2s)
2
2
{ "A": "{\"tx\": -2412.4, \"ty\": 12918.9, \"tz\": -165.1, \"r11\": -1.0, \"r12\": 0.07, \"r13\": 0.03, \"r21\": -0.07, \"r22\": -1.0, \"r23\": 0.03, \"r31\": 0.03, \"r32\": 0.03, \"r33\": 1.0}", "B": "{\"tx\": -2412.4, \"ty\": 12938.9, \"tz\": -165.1, \"r11\": -1.0, \"r12\": 0.07, \"r13\": 0.03, \"r21\": -0.07, \"r22\": -1.0, \"r23\": 0.03, \"r31\": 0.03, \"r32\": 0.03, \"r33\": 1.0}", "C": "{\"tx\": -2402.4, \"ty\": 12928.9, \"tz\": -165.1, \"r11\": -1.0, \"r12\": 0.07, \"r13\": 0.03, \"r21\": -0.07, \"r22\": -1.0, \"r23\": 0.03, \"r31\": 0.03, \"r32\": 0.03, \"r33\": 1.0}", "D": "{\"tx\": -2412.4, \"ty\": 12928.9, \"tz\": -165.1, \"r11\": -1.0, \"r12\": 0.07, \"r13\": 0.03, \"r21\": -0.07, \"r22\": -1.0, \"r23\": 0.03, \"r31\": 0.03, \"r32\": 0.03, \"r33\": 1.0}", "E": "{\"tx\": -2430.4, \"ty\": 12928.9, \"tz\": -165.1, \"r11\": -1.0, \"r12\": 0.07, \"r13\": 0.03, \"r21\": -0.07, \"r22\": -1.0, \"r23\": 0.03, \"r31\": 0.03, \"r32\": 0.03, \"r33\": 1.0}" }
D
{"tx": -2412.39, "ty": 12928.86, "tz": -165.13, "r11": -1.0, "r12": 0.07, "r13": 0.03, "r21": -0.07, "r22": -1.0, "r23": 0.03, "r31": 0.03, "r32": 0.03, "r33": 1.0}
5
outdoor
12657584952502228282_3940_000_3960_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -2406.17, "ty": 12929.2, "tz": -165.41, "r11": -1.0, "r12": 0.07, "r13": 0.03, "r21": -0.06, "r22": -1.0, "r23": 0.02, "r31": 0.03, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose for the first second's camera pose from the options below. (at 11s)
11
11
{ "A": "{\"tx\": -2470.00, \"ty\": 12930.00, \"tz\": -170.00, \"r11\": -0.99, \"r12\": 0.11, \"r13\": -0.02, \"r21\": -0.11, \"r22\": -0.99, \"r23\": 0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": -2450.00, \"ty\": 12924.00, \"tz\": -163.00, \"r11\": -0.99, \"r12\": 0.11, \"r13\": -0.02, \"r21\": -0.11, \"r22\": -0.99, \"r23\": 0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "C": "{\"tx\": -2400.00, \"ty\": 12920.00, \"tz\": -160.00, \"r11\": -0.99, \"r12\": 0.11, \"r13\": -0.02, \"r21\": -0.11, \"r22\": -0.99, \"r23\": 0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "D": "{\"tx\": -2463.00, \"ty\": 12924.70, \"tz\": -163.60, \"r11\": -0.99, \"r12\": 0.11, \"r13\": -0.02, \"r21\": -0.11, \"r22\": -0.99, \"r23\": 0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "E": "{\"tx\": -2465.00, \"ty\": 12924.70, \"tz\": -163.60, \"r11\": -0.99, \"r12\": 0.11, \"r13\": -0.02, \"r21\": -0.11, \"r22\": -0.99, \"r23\": 0.01, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}" }
D
{"tx": -2463.04, "ty": 12924.69, "tz": -163.58, "r11": -0.99, "r12": 0.11, "r13": -0.02, "r21": -0.11, "r22": -0.99, "r23": 0.01, "r31": -0.01, "r32": 0.01, "r33": 1.0}
6
outdoor
12657584952502228282_3940_000_3960_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?
Object description: A beige sedan with headlights on.
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
7
outdoor
12657584952502228282_3940_000_3960_000_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the car with bright headlights between two frames?
Object description: A car with bright headlights.
13.2
17.5
{ "A": "42.63m", "B": "40.40m", "C": "35.96m", "D": "43.18m", "E": "38.17m" }
B
40.43m
8
outdoor
12657584952502228282_3940_000_3960_000_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?
0
19.7
{ "A": "130.00m", "B": "128.20m", "C": "130.72m", "D": "128.92m", "E": "131.80m" }
A
128.31m
9
outdoor
12820461091157089924_5202_916_5222_916_camera_3.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the white truck with large white trailer?
Object description: White truck with large white trailer.
3
5.4
{ "A": "6.15m", "B": "5.60m", "C": "5.05m", "D": "3.68m", "E": "4.14m" }
B
5.61m, 2.72m, 3.03m
0
outdoor
12820461091157089924_5202_916_5222_916_camera_3.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the red car in motion?
Object description: A red car in motion.
18
19.8
{ "A": "4.50m", "B": "6.00m", "C": "5.50m", "D": "4.00m", "E": "5.00m" }
A
4.50m, 2.02m, 1.90m
1
outdoor
12820461091157089924_5202_916_5222_916_camera_3.mp4
Waymo
Ego-Centric Orientation
Single Choice
What was the most appropriate change in orientation of the camera from the start to the end of the video?
0
19.7
{ "A": "19°", "B": "7°", "C": "15°", "D": "11°", "E": "0°" }
E
0.10°
2
outdoor
12820461091157089924_5202_916_5222_916_camera_3.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.7
{ "A": "move forward 250m", "B": "move forward 100m", "C": "move forward 200m, then turn right 90°", "D": "move forward 300m, then turn left 45°", "E": "move forward 150m, then turn right 60°" }
A
move forward 246.24m
3
outdoor
12820461091157089924_5202_916_5222_916_camera_3.mp4
Waymo
3D Video Grounding
Single Choice
What is the 3D central point coordinates in camera coordinates of the white SUV behind a wall at the frame where it first co-occurs with the white truck with a large white trailer?
Target object description: A white SUV behind a wall.; Condition object description: White truck with large white trailer.
3
3
{ "A": "[43.50, 22.60, -1.20]", "B": "[45.50, 24.60, 1.20]", "C": "[41.50, 20.60, -3.20]", "D": "[53.50, 32.60, -11.20]", "E": "[33.50, 12.60, 8.80]" }
A
{"C_lwh": [5.03, 2.42, 1.99], "C_central_point": [43.51, 22.58, -1.19], "C_heading": 137.78}
4
outdoor
12820461091157089924_5202_916_5222_916_camera_3.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5688.18, "ty": 1361.76, "tz": -104.93, "r11": 0.74, "r12": 0.68, "r13": -0.02, "r21": -0.68, "r22": 0.73, "r23": -0.04, "r31": -0.02, "r32": 0.04, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the first second's frame using only the RGB video. (at 0s)
0
0
{ "A": "{\"tx\": 5678.0, \"ty\": 1370.1, \"tz\": -110.9, \"r11\": 0.75, \"r12\": 0.67, \"r13\": -0.01, \"r21\": -0.67, \"r22\": 0.75, \"r23\": -0.06, \"r31\": -0.01, \"r32\": 0.06, \"r33\": 1.0}", "B": "{\"tx\": 5670.0, \"ty\": 1361.1, \"tz\": -104.9, \"r11\": 0.74, \"r12\": 0.68, \"r13\": -0.02, \"r21\": -0.68, \"r22\": 0.74, \"r23\": -0.05, \"r31\": -0.02, \"r32\": 0.05, \"r33\": 1.0}", "C": "{\"tx\": 5665.0, \"ty\": 1360.1, \"tz\": -105.9, \"r11\": 0.74, \"r12\": 0.68, \"r13\": -0.02, \"r21\": -0.68, \"r22\": 0.74, \"r23\": -0.05, \"r31\": -0.02, \"r32\": 0.05, \"r33\": 1.0}", "D": "{\"tx\": 5660.0, \"ty\": 1350.1, \"tz\": -100.9, \"r11\": 0.73, \"r12\": 0.69, \"r13\": -0.03, \"r21\": -0.69, \"r22\": 0.73, \"r23\": -0.03, \"r31\": -0.03, \"r32\": 0.03, \"r33\": 1.0}", "E": "{\"tx\": 5690.0, \"ty\": 1380.1, \"tz\": -120.9, \"r11\": 0.76, \"r12\": 0.66, \"r13\": -0.04, \"r21\": -0.66, \"r22\": 0.76, \"r23\": -0.07, \"r31\": -0.04, \"r32\": 0.07, \"r33\": 1.0}" }
B
{"tx": 5670.01, "ty": 1361.13, "tz": -104.95, "r11": 0.74, "r12": 0.68, "r13": -0.02, "r21": -0.68, "r22": 0.74, "r23": -0.05, "r31": -0.02, "r32": 0.05, "r33": 1.0}
5
outdoor
12820461091157089924_5202_916_5222_916_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?
Object description: White truck with large white trailer.
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
C
Front-Right
6
outdoor
12820461091157089924_5202_916_5222_916_camera_3.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the white truck with large white trailer between two frames?
Object description: White truck with large white trailer.
2.9
5.3
{ "A": "0.10m", "B": "0.00m", "C": "0.20m", "D": "0.10m", "E": "0.40m" }
A
0.13m
7
outdoor