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10837554759555844344_6525_000_6545_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": "12°", "B": "5°", "C": "10°", "D": "15°", "E": "0°" }
E
-0.83°
3
outdoor
10837554759555844344_6525_000_6545_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 380m", "B": "move forward 200m", "C": "move backward 380m", "D": "move forward 400m, then turn left 30°", "E": "move forward 380m, then turn right 45°" }
A
move forward 380.54m
4
outdoor
10837554759555844344_6525_000_6545_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5180.58, "ty": 4194.03, "tz": -534.91, "r11": -0.01, "r12": -1.0, "r13": 0.02, "r21": 1.0, "r22": -0.01, "r23": -0.0, "r31": 0.0, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space at the specific frame to match the ground truth. (at 11s)
11
11
{ "A": "{\"tx\": 5170.7, \"ty\": 4395.6, \"tz\": -535.3, \"r11\": -0.02, \"r12\": -1.0, \"r13\": 0.02, \"r21\": 1.0, \"r22\": -0.02, \"r23\": 0.0, \"r31\": -0.0, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": 5180.7, \"ty\": 4395.6, \"tz\": -535.3, \"r11\": -0.02, \"r12\": -1.0, \"r13\": 0.02, \"r21\": 1.0, \"r22\":...
B
{"tx": 5180.68, "ty": 4395.61, "tz": -535.25, "r11": -0.02, "r12": -1.0, "r13": 0.02, "r21": 1.0, "r22": -0.02, "r23": 0.0, "r31": -0.0, "r32": 0.02, "r33": 1.0}
5
outdoor
10837554759555844344_6525_000_6545_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5180.58, "ty": 4194.03, "tz": -534.91, "r11": -0.01, "r12": -1.0, "r13": 0.02, "r21": 1.0, "r22": -0.01, "r23": -0.0, "r31": 0.0, "r32": 0.02, "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 15s)
15
15
{ "A": "{\"tx\": 5170.6, \"ty\": 4462.0, \"tz\": -525.2, \"r11\": -0.01, \"r12\": -1.0, \"r13\": 0.02, \"r21\": 1.0, \"r22\": -0.01, \"r23\": 0.0, \"r31\": -0.0, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": 5175.6, \"ty\": 4467.0, \"tz\": -540.2, \"r11\": -0.01, \"r12\": -1.0, \"r13\": 0.02, \"r21\": 1.0, \"r22\":...
D
{"tx": 5180.64, "ty": 4472.03, "tz": -535.2, "r11": -0.01, "r12": -1.0, "r13": 0.02, "r21": 1.0, "r22": -0.01, "r23": 0.0, "r31": -0.0, "r32": 0.02, "r33": 1.0}
6
outdoor
10837554759555844344_6525_000_6545_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5180.58, "ty": 4194.03, "tz": -534.91, "r11": -0.01, "r12": -1.0, "r13": 0.02, "r21": 1.0, "r22": -0.01, "r23": -0.0, "r31": 0.0, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the specific frame. (at 9s)
9
9
{ "A": "{\"tx\": 5180.8, \"ty\": 4355.4, \"tz\": -535.1, \"r11\": -0.02, \"r12\": -1.0, \"r13\": 0.03, \"r21\": 1.0, \"r22\": -0.02, \"r23\": 0.0, \"r31\": -0.0, \"r32\": 0.03, \"r33\": 1.0}", "B": "{\"tx\": 5200.8, \"ty\": 4375.4, \"tz\": -555.1, \"r11\": -0.02, \"r12\": -1.0, \"r13\": 0.03, \"r21\": 1.0, \"r22\":...
A
{"tx": 5180.75, "ty": 4355.35, "tz": -535.12, "r11": -0.02, "r12": -1.0, "r13": 0.03, "r21": 1.0, "r22": -0.02, "r23": 0.0, "r31": -0.0, "r32": 0.03, "r33": 1.0}
7
outdoor
10837554759555844344_6525_000_6545_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
8
outdoor
10837554759555844344_6525_000_6545_000_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the red SUV with headlights on between two frames?
Object description: A red SUV with headlights on.
16.8
16.8
{ "A": "0.40m", "B": "0.30m", "C": "0.80m", "D": "0.20m", "E": "0.50m" }
A
0.41m
9
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the silver Chevrolet hatchback over the specified time interval?
Object description: A silver Chevrolet hatchback.
15.9
17.7
{ "A": "7.25m/s", "B": "9.00m/s", "C": "9.86m/s", "D": "8.20m/s", "E": "7.70m/s" }
D
8.16m/s
0
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the Red Toyota Prius over the specified time interval? (at 19s)
Object description: Red Toyota Prius.
19
19
{ "A": "5.77m/s", "B": "6.37m/s", "C": "7.90m/s", "D": "8.89m/s", "E": "7.11m/s" }
C
7.92m/s
1
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the Red Toyota Prius over the specified time interval?
Object description: Red Toyota Prius.
18.4
19.8
{ "A": "7.30m/s", "B": "8.38m/s", "C": "9.60m/s", "D": "4.71m/s", "E": "6.29m/s" }
A
7.33m/s
2
outdoor
10868756386479184868_3000_000_3020_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?
0
19.8
{ "A": "7°", "B": "0°", "C": "5°", "D": "17°", "E": "12°" }
B
-0.32°
3
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.8
{ "A": "move forward 19.01m", "B": "move forward 23.17m", "C": "move forward 16.93m", "D": "move forward 18.30m", "E": "move forward 14.85m" }
D
move forward 18.29m
4
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
3D Video Grounding
Single Choice
What are the 3D bounding box dimensions, central point, and heading of the silver Chevrolet hatchback in camera coordinates?
Object description: A silver Chevrolet hatchback.
16
16
{ "A": "{\"C_lwh\": [4.55, 2.25, 1.85], \"C_central_point\": [1.65, 3.45, 1.55], \"C_heading\": 45.65}", "B": "{\"C_lwh\": [4.17, 1.88, 1.48], \"C_central_point\": [1.27, 3.08, 1.42], \"C_heading\": 41.90}", "C": "{\"C_lwh\": [4.42, 2.12, 1.73], \"C_central_point\": [1.52, 3.33, 1.18], \"C_heading\": 46.90}", "...
D
{"C_lwh": [4.29, 2.02, 1.61], "C_central_point": [1.45, 3.22, -1.3], "C_heading": -44.37}
5
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
3D Video Grounding
Single Choice
What is the 3D bounding box in camera coordinates for the dark green sedan parked on the street at the frame where it first co-occurs with the green SUV with red taillights?
Target object description: Dark green sedan parked on street.; Condition object description: A green SUV with red taillights.
3
3
{ "A": "{\"C_lwh\": [4.29, 1.82, 1.33], \"C_central_point\": [26.28, 13.28, 1.48], \"C_heading\": 45.80}", "B": "{\"C_lwh\": [4.29, 1.82, 1.33], \"C_central_point\": [26.20, 13.20, 1.40], \"C_heading\": 45.80}", "C": "{\"C_lwh\": [4.29, 1.82, 1.33], \"C_central_point\": [26.04, 13.15, 1.53], \"C_heading\": 45.80}...
B
{"C_lwh": [4.29, 1.82, 1.33], "C_central_point": [26.19, -13.23, -1.43], "C_heading": -45.79}
6
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
3D Video Grounding
Single Choice
Which parameter set correctly localizes the 3D bounding box of the red Toyota Prius in camera coordinates from the selected frame?
Object description: Red Toyota Prius.
19
19
{ "A": "{\"C_lwh\": [4.72, 2.06, 1.66], \"C_central_point\": [4.34, 0.61, 1.74], \"C_heading\": 44.63}", "B": "{\"C_lwh\": [4.60, 2.00, 1.60], \"C_central_point\": [4.40, 0.30, 1.30], \"C_heading\": 44.60}", "C": "{\"C_lwh\": [4.66, 2.16, 1.58], \"C_central_point\": [4.71, 0.36, 1.46], \"C_heading\": 44.91}", "...
B
{"C_lwh": [4.58, 2.04, 1.55], "C_central_point": [4.38, 0.32, -1.34], "C_heading": -44.63}
7
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -25599.76, "ty": 40242.65, "tz": 200.23, "r11": -1.0, "r12": 0.0, "r13": 0.0, "r21": -0.0, "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. (at 2s)
2
2
{ "A": "{\"tx\": -25598.8, \"ty\": 40244.7, \"tz\": 200.2, \"r11\": -1.0, \"r12\": 0.0, \"r13\": 0.0, \"r21\": -0.0, \"r22\": -1.0, \"r23\": 0.01, \"r31\": 0.0, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": -25602.8, \"ty\": 40245.7, \"tz\": 200.2, \"r11\": -1.0, \"r12\": 0.0, \"r13\": 0.0, \"r21\": -0.0, \"r22\": ...
E
{"tx": -25600.45, "ty": 40243.32, "tz": 200.23, "r11": -1.0, "r12": 0.0, "r13": -0.0, "r21": -0.0, "r22": -1.0, "r23": 0.01, "r31": -0.0, "r32": 0.01, "r33": 1.0}
8
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -25599.76, "ty": 40242.65, "tz": 200.23, "r11": -1.0, "r12": 0.0, "r13": 0.0, "r21": -0.0, "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 for the specific frame. (at 10s)
10
10
{ "A": "{\"tx\": -25630.00, \"ty\": 40270.00, \"tz\": 210.00, \"r11\": -1.0, \"r12\": 0.0, \"r13\": 0.0, \"r21\": 0.0, \"r22\": -1.0, \"r23\": 0.01, \"r31\": 0.0, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": -25610.90, \"ty\": 40253.80, \"tz\": 200.30, \"r11\": -1.0, \"r12\": -0.0, \"r13\": 0.01, \"r21\": 0.0, \"r...
B
{"tx": -25610.93, "ty": 40253.84, "tz": 200.28, "r11": -1.0, "r12": -0.0, "r13": 0.01, "r21": 0.0, "r22": -1.0, "r23": 0.0, "r31": 0.01, "r32": 0.0, "r33": 1.0}
9
outdoor
10868756386479184868_3000_000_3020_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: A green SUV with red taillights.
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
B
Front-Left
10
outdoor
10868756386479184868_3000_000_3020_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?
0
19.8
{ "A": "17.58m", "B": "19.02m", "C": "18.30m", "D": "19.87m", "E": "16.88m" }
C
18.29m
11
outdoor
10868756386479184868_3000_000_3020_000_camera_2.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length of the camera or object between two frames?
0
19.8
{ "A": "18.40m", "B": "22.09m", "C": "19.76m", "D": "17.47m", "E": "14.38m" }
A
18.35m
12
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the dark car with one headlight on?
Object description: A dark car with one headlight on.
11.2
15.3
{ "A": "6.00m", "B": "2.00m", "C": "3.50m", "D": "5.20m", "E": "4.70m" }
E
4.71m, 2.27m, 1.48m
0
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average or instantaneous speed of the dark car with one headlight on over the specified time interval? (at 12s)
Object description: A dark car with one headlight on.
12
12
{ "A": "0.94 m/s", "B": "0.00 m/s", "C": "2.83 m/s", "D": "3.78 m/s", "E": "1.89 m/s" }
B
0.00m/s
1
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the dark car with one headlight on over the specified time interval? (at 12s)
Object description: A dark car with one headlight on.
12
12
{ "A": "0.0 m/s²", "B": "0.4 m/s²", "C": "0.7 m/s²", "D": "1.0 m/s²", "E": "1.5 m/s²" }
A
0.00m/s²
2
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of a dark vehicle with a roof rack over the specified time interval? (at 11s)
Object description: A dark vehicle with a roof rack.
11
11
{ "A": "0.0 m/s²", "B": "0.2 m/s²", "C": "0.8 m/s²", "D": "1.0 m/s²", "E": "1.5 m/s²" }
A
0.00m/s²
3
outdoor
11037651371539287009_77_670_97_670_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
{ "A": "10°", "B": "0°", "C": "5°", "D": "7°", "E": "12°" }
B
-0.45°
4
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19
{ "A": "move forward 14.7m, turn left 44.4°, move forward 9.5m, turn right 46.8°, move forward 55.6m", "B": "move forward 10m, turn right 44.4°, move forward 9.5m, turn left 46.8°, move forward 55.6m", "C": "move forward 14.7m, turn right 44.4°, move forward 9.5m, turn right 46.8°, move forward 55.6m", "D": "mo...
C
move forward 14.74m, turn right 44.39°, move forward 9.50m, turn right 46.83°, move forward 55.63m
5
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -291.49, "ty": 195.91, "tz": -1.54, "r11": -0.91, "r12": 0.42, "r13": -0.0, "r21": -0.42, "r22": -0.91, "r23": 0.02, "r31": 0.0, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the first second's specific frame using only the RGB video. (at 6s)
6
6
{ "A": "{\"tx\": -291.0, \"ty\": 193.2, \"tz\": -1.7, \"r11\": -0.9, \"r12\": 0.2, \"r13\": -0.0, \"r21\": -0.2, \"r22\": -0.9, \"r23\": 0.0, \"r31\": -0.0, \"r32\": 0.0, \"r33\": 1.0}", "B": "{\"tx\": -311.0, \"ty\": 193.2, \"tz\": -1.7, \"r11\": -1.0, \"r12\": 0.2, \"r13\": -0.0, \"r21\": -0.2, \"r22\": -1.0, \"r...
D
{"tx": -301.02, "ty": 193.23, "tz": -1.67, "r11": -0.99, "r12": 0.14, "r13": -0.01, "r21": -0.14, "r22": -0.99, "r23": 0.02, "r31": -0.01, "r32": 0.02, "r33": 1.0}
6
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -291.49, "ty": 195.91, "tz": -1.54, "r11": -0.91, "r12": 0.42, "r13": -0.0, "r21": -0.42, "r22": -0.91, "r23": 0.02, "r31": 0.0, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space at the specific frame using only the RGB video. (at 5s)
5
5
{ "A": "{\"tx\": -290, \"ty\": 200, \"tz\": -2, \"r11\": -1, \"r12\": 0.2, \"r13\": -0, \"r21\": -0.2, \"r22\": -1, \"r23\": 0, \"r31\": -0, \"r32\": 0, \"r33\": 1}", "B": "{\"tx\": -294, \"ty\": 183, \"tz\": -2, \"r11\": -1, \"r12\": 0.2, \"r13\": -0, \"r21\": -0.2, \"r22\": -1, \"r23\": 0, \"r31\": -0, \"r32\": 0...
E
{"tx": -299.82, "ty": 193.35, "tz": -1.65, "r11": -0.98, "r12": 0.19, "r13": -0.01, "r21": -0.19, "r22": -0.98, "r23": 0.02, "r31": -0.0, "r32": 0.02, "r33": 1.0}
7
outdoor
11037651371539287009_77_670_97_670_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 gold car with alloy wheels.
0
19
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
8
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the positional relationship of the street lamp relative to the car?
1.5
1.5
{ "A": "Left", "B": "Right", "C": "Front", "D": "Back", "E": "Up" }
C
Front
9
outdoor
11037651371539287009_77_670_97_670_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the dark vehicle with a roof rack between two frames?
Object description: A dark vehicle with a roof rack.
0
10.9
{ "A": "0.00m", "B": "0.10m", "C": "0.20m", "D": "0.30m", "E": "0.40m" }
A
0.00m
10
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the worker in the orange vest on the utility truck? (at 12s)
Object description: Worker in orange vest on utility truck.
12
12
{ "A": "0.00 m/s", "B": "0.10 m/s", "C": "0.20 m/s", "D": "0.30 m/s", "E": "0.40 m/s" }
A
0.00m/s
0
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the white car with distinctive rear lights over the specified time interval? (at 14s)
Object description: White car with distinctive rear lights.
14
14
{ "A": "-0.20 m/s²", "B": "-0.10 m/s²", "C": "-0.20 m/s²", "D": "-0.10 m/s²", "E": "0 m/s²" }
B
-0.10m/s²
1
outdoor
11048712972908676520_545_000_565_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
19.8
{ "A": "0°", "B": "15°", "C": "5°", "D": "10°", "E": "12°" }
A
-0.29°
2
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
Trajectory Description
Single Choice
Which of the following describes the most appropriate camera movement trajectory?
0
19.8
{ "A": "move forward 120m", "B": "move forward 320m", "C": "move forward 220m", "D": "move forward 320m, then turn right 45°", "E": "move forward 320m, then turn left 45°" }
B
move forward 323.30m
3
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What are the camera coordinates for the 3D bounding box of the white SUV with red tail lights at the frame where it last co-occurs with the white car with distinctive rear lights?
Target object description: White SUV with red tail lights.; Condition object description: White car with distinctive rear lights.
14
14
{ "A": "{\"C_lwh\": [5.00, 2.30, 2.00], \"C_central_point\": [12.00, 3.30, 1.20], \"C_heading\": 2.70}", "B": "{\"C_lwh\": [5.62, 2.57, 2.24], \"C_central_point\": [13.49, 3.71, 1.35], \"C_heading\": 3.05}", "C": "{\"C_lwh\": [4.84, 2.22, 1.94], \"C_central_point\": [11.62, 3.20, 1.16], \"C_heading\": 2.63}", "...
A
{"C_lwh": [4.99, 2.26, 1.97], "C_central_point": [11.95, 3.29, -1.18], "C_heading": -2.73}
4
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What is the 3D bounding box in camera coordinates for the dark SUV at the frame where it last co-occurs with the white SUV with red tail lights in traffic?
Target object description: A dark SUV in traffic.; Condition object description: White SUV with red tail lights.
13
13
{ "A": "{\"C_lwh\": [5.14, 2.44, 2.23], \"C_central_point\": [6.59, 3.01, 1.16], \"C_heading\": 0.58}", "B": "{\"C_lwh\": [5.30, 2.30, 2.10], \"C_central_point\": [6.80, 3.10, 1.20], \"C_heading\": 0.60}", "C": "{\"C_lwh\": [5.14, 2.23, 2.04], \"C_central_point\": [6.59, 3.01, 1.16], \"C_heading\": 0.58}", "D":...
B
{"C_lwh": [5.33, 2.28, 2.09], "C_central_point": [6.85, 3.11, -1.16], "C_heading": 0.58}
5
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What are the camera coordinates for the 3D bounding box of the white car with distinctive rear lights in the given frame?
Object description: White car with distinctive rear lights.
12
12
{ "A": "{\"C_lwh\": [4.40, 2.00, 1.80], \"C_central_point\": [33.60, 3.30, 1.70], \"C_heading\": 0.30}", "B": "{\"C_lwh\": [4.40, 2.00, 1.80], \"C_central_point\": [31.10, 3.30, 1.70], \"C_heading\": 0.30}", "C": "{\"C_lwh\": [4.40, 2.00, 1.80], \"C_central_point\": [32.35, 3.30, 1.70], \"C_heading\": 0.30}", "...
E
{"C_lwh": [4.42, 2.02, 1.78], "C_central_point": [33.11, 3.29, -1.74], "C_heading": 0.3}
6
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5312.51, "ty": 4890.11, "tz": 153.91, "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}, estimate and select the most likely camera pose for the first second's frame in 3D space using only the RGB video. (at 13s)
13
13
{ "A": "{\"tx\": 5312.9, \"ty\": 4677.4, \"tz\": 164.2, \"r11\": 0.01, \"r12\": 1.0, \"r13\": -0.01, \"r21\": -1.0, \"r22\": 0.01, \"r23\": 0.01, \"r31\": 0.01, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 5302.9, \"ty\": 4687.4, \"tz\": 154.2, \"r11\": 0.01, \"r12\": 1.0, \"r13\": -0.01, \"r21\": -1.0, \"r22\": 0...
D
{"tx": 5312.89, "ty": 4697.4, "tz": 154.2, "r11": 0.01, "r12": 1.0, "r13": -0.01, "r21": -1.0, "r22": 0.01, "r23": 0.01, "r31": 0.01, "r32": 0.01, "r33": 1.0}
7
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5312.51, "ty": 4890.11, "tz": 153.91, "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}, estimate and select the most likely camera pose in 3D space for the first second's frame using only the RGB video and match the ground t...
11
11
{ "A": "{\"tx\": 5322.9, \"ty\": 4738.7, \"tz\": 164.1, \"r11\": -0.0, \"r12\": 1.0, \"r13\": -0.01, \"r21\": -1.0, \"r22\": -0.0, \"r23\": 0.01, \"r31\": 0.01, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 5332.9, \"ty\": 4748.7, \"tz\": 174.1, \"r11\": -0.0, \"r12\": 1.0, \"r13\": -0.01, \"r21\": -1.0, \"r22\": -...
C
{"tx": 5312.87, "ty": 4728.66, "tz": 154.11, "r11": -0.0, "r12": 1.0, "r13": -0.01, "r21": -1.0, "r22": -0.0, "r23": 0.01, "r31": 0.01, "r32": 0.01, "r33": 1.0}
8
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 5312.51, "ty": 4890.11, "tz": 153.91, "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}, estimate and select the most likely camera pose for the first frame. (at 2s)
2
2
{ "A": "{\"tx\": 5322.60, \"ty\": 4874.30, \"tz\": 153.90, \"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\": 5312.60, \"ty\": 4864.30, \"tz\": 153.90, \"r11\": 0.0, \"r12\": 1.0, \"r13\": -0.02, \"r21\": -1.0, \"r22\"...
D
{"tx": 5312.58, "ty": 4874.25, "tz": 153.88, "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}
9
outdoor
11048712972908676520_545_000_565_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 dark SUV in traffic.
0
19.8
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
10
outdoor
11048712972908676520_545_000_565_000_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most likely displacement (straight-line distance) of the white car with distinctive rear lights between two frames?
Object description: White car with distinctive rear lights.
9.6
14
{ "A": "4.70m", "B": "7.22m", "C": "3.18m", "D": "4.10m", "E": "5.30m" }
A
4.70m
11
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of a white sedan with tinted windows over the specified time interval?
Object description: A white sedan with tinted windows.
0
13.9
{ "A": "2.98m/s", "B": "2.29m/s", "C": "0.82m/s", "D": "1.70m/s", "E": "0.33m/s" }
D
1.66m/s
0
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
Trajectory Description
Single Choice
Which of the following is the most appropriate description of the camera's movement trajectory?
0
19.8
{ "A": "move forward 30m", "B": "move forward 20m, then turn left 75°", "C": "move forward 10m, then turn right 45°", "D": "move forward 15m, then turn left 90°", "E": "move forward 25m, then turn right 60°" }
A
move forward 30.25m
1
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What is the correct 3D bounding box localization in camera coordinates for a gray compact SUV?
Object description: A gray compact SUV.
15
15
{ "A": "{\"C_lwh\": [4.10, 1.90, 1.80], \"C_central_point\": [32.10, 7.90, 1.60], \"C_heading\": 89.50}", "B": "{\"C_lwh\": [4.10, 1.90, 1.80], \"C_central_point\": [34.60, 5.40, 1.60], \"C_heading\": 89.50}", "C": "{\"C_lwh\": [4.10, 1.90, 1.80], \"C_central_point\": [29.60, 5.40, 1.60], \"C_heading\": 89.50}", ...
E
{"C_lwh": [4.1, 1.9, 1.83], "C_central_point": [32.05, -5.36, -1.56], "C_heading": 89.45}
2
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -284.96, "ty": 5263.31, "tz": 145.17, "r11": -1.0, "r12": 0.0, "r13": 0.0, "r21": -0.0, "r22": -1.0, "r23": -0.02, "r31": 0.0, "r32": -0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video, with the first second's camera pose as the proble...
19
19
{ "A": "{\"tx\": -310, \"ty\": 5270, \"tz\": 145, \"r11\": -1.0, \"r12\": 0.1, \"r13\": -0.0, \"r21\": -0.0, \"r22\": -1.0, \"r23\": -0.0, \"r31\": -0.0, \"r32\": -0.0, \"r33\": 1.0}", "B": "{\"tx\": -310, \"ty\": 5260, \"tz\": 145, \"r11\": -1.0, \"r12\": 0.1, \"r13\": -0.0, \"r21\": -0.0, \"r22\": -1.0, \"r23\": ...
B
{"tx": -309.63, "ty": 5262.71, "tz": 145.2, "r11": -1.0, "r12": 0.05, "r13": -0.01, "r21": -0.04, "r22": -1.0, "r23": -0.03, "r31": -0.01, "r32": -0.03, "r33": 1.0}
3
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -284.96, "ty": 5263.31, "tz": 145.17, "r11": -1.0, "r12": 0.0, "r13": 0.0, "r21": -0.0, "r22": -1.0, "r23": -0.02, "r31": 0.0, "r32": -0.02, "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 7s)
7
7
{ "A": "{\"tx\": -288.1, \"ty\": 5265.3, \"tz\": 145.2, \"r11\": -1.0, \"r12\": 0.0, \"r13\": -0.0, \"r21\": -0.0, \"r22\": -1.0, \"r23\": -0.03, \"r31\": -0.0, \"r32\": -0.03, \"r33\": 1.0}", "B": "{\"tx\": -280.1, \"ty\": 5270.3, \"tz\": 145.2, \"r11\": -1.0, \"r12\": 0.0, \"r13\": -0.0, \"r21\": -0.0, \"r22\": -...
E
{"tx": -290.06, "ty": 5263.32, "tz": 145.16, "r11": -1.0, "r12": 0.0, "r13": -0.0, "r21": -0.0, "r22": -1.0, "r23": -0.03, "r31": -0.0, "r32": -0.03, "r33": 1.0}
4
outdoor
1105338229944737854_1280_000_1300_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: Woman in black outfit with leg brace.
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
5
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the positional relationship of the white car in the center of the image relative to the black car in the center of the image?
3
3
{ "A": "Left", "B": "Right", "C": "Front", "D": "Back", "E": "Up" }
A
Left
6
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
Spatial Relation
Single Choice
What is the positional relationship of the black car in the center of the image relative to the white car in the center of the image ?
3
3
{ "A": "Left", "B": "Right", "C": "Front", "D": "Back", "E": "Up" }
B
Right
7
outdoor
1105338229944737854_1280_000_1300_000_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the white sedan with tinted windows between two frames?
Object description: A white sedan with tinted windows.
13.9
13.9
{ "A": "27.00m", "B": "34.19m", "C": "8.61m", "D": "23.00m", "E": "19.00m" }
D
23.09m
8
outdoor
1105338229944737854_1280_000_1300_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 for a woman in a black outfit with a leg brace?
Object description: Woman in black outfit with leg brace.
0
9.5
{ "A": "7.53m", "B": "9.13m", "C": "10.06m", "D": "7.87m", "E": "8.50m" }
E
8.46m
9
outdoor
11356601648124485814_409_000_429_000_camera_1.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the white truck with crown logo?
Object description: White truck with crown logo.
0.1
2.9
{ "A": "4.32m", "B": "3.90m", "C": "2.64m", "D": "5.16m", "E": "6.00m" }
E
6.06m, 2.35m, 2.10m
0
outdoor
11356601648124485814_409_000_429_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the white truck with crown logo over the specified time interval?
Object description: White truck with crown logo.
0
2.8
{ "A": "4.19 m/s", "B": "4.98 m/s", "C": "6.62 m/s", "D": "7.94 m/s", "E": "5.70 m/s" }
E
5.71m/s
1
outdoor
11356601648124485814_409_000_429_000_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the white truck with crown logo over the specified time interval? (at 2s)
Object description: White truck with crown logo.
2
2
{ "A": "-0.10m/s²", "B": "-0.40m/s²", "C": "-0.70m/s²", "D": "-1.30m/s²", "E": "-0.60m/s²" }
C
-0.70m/s²
2
outdoor
11356601648124485814_409_000_429_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
19.8
{ "A": "0°", "B": "5°", "C": "15°", "D": "7°", "E": "10°" }
A
-0.32°
3
outdoor
11356601648124485814_409_000_429_000_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 25m", "B": "move forward 30m", "C": "move forward 15m", "D": "move forward 40m", "E": "move forward 30m" }
B
move forward 33.45m
4
outdoor
11356601648124485814_409_000_429_000_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What is the 3D bounding box in camera coordinates for the two cars with headlights on at the frame where they last co-occur with a white truck with a crown logo?
Target object description: Two cars with headlights on.; Condition object description: White truck with crown logo.
2
2
{ "A": "{\"C_lwh\": [6.08, 2.58, 1.96], \"C_central_point\": [42.80, 4.23, 1.96], \"C_heading\": -185.62}", "B": "{\"C_lwh\": [6.26, 2.66, 2.02], \"C_central_point\": [44.09, 4.36, 2.02], \"C_heading\": -191.25}", "C": "{\"C_lwh\": [5.81, 2.46, 1.87], \"C_central_point\": [40.85, 4.04, 1.88], \"C_heading\": -176....
D
{"C_lwh": [5.86, 2.51, 1.91], "C_central_point": [41.52, 4.11, -1.93], "C_heading": -178.78}
5
outdoor
11356601648124485814_409_000_429_000_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 1759.91, "ty": 1357.63, "tz": -95.16, "r11": 1.0, "r12": -0.0, "r13": -0.02, "r21": 0.0, "r22": 1.0, "r23": -0.02, "r31": 0.02, "r32": 0.02, "r33": 1.0}, estimate and select the most likely camera pose in 3D space using only the RGB video and the first second's camera pose. (at 18s)
18
18
{ "A": "{\"tx\": 1770, \"ty\": 1360, \"tz\": -95.1, \"r11\": 1.0, \"r12\": 0.0, \"r13\": -0.02, \"r21\": -0.0, \"r22\": 1.0, \"r23\": -0.01, \"r31\": 0.02, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 1780, \"ty\": 1360, \"tz\": -95.1, \"r11\": 1.0, \"r12\": 0.0, \"r13\": -0.02, \"r21\": -0.0, \"r22\": 1.0, \"r23\...
B
{"tx": 1779.15, "ty": 1357.6, "tz": -95.09, "r11": 1.0, "r12": 0.0, "r13": -0.02, "r21": -0.0, "r22": 1.0, "r23": -0.01, "r31": 0.02, "r32": 0.01, "r33": 1.0}
6
outdoor
11356601648124485814_409_000_429_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: White truck with crown logo.
0
19.9
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
7
outdoor
11356601648124485814_409_000_429_000_camera_1.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length of the white truck with crown logo between two frames?
Object description: White truck with crown logo.
2.8
2.8
{ "A": "16.20m", "B": "3.69m", "C": "18.75m", "D": "26.24m", "E": "9.95m" }
A
16.25m
8
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Dimensional Measurement
Single Choice
What is the most appropriate length of the silver pickup truck with headlights on?
Object description: Silver pickup truck with headlights on.
0.3
3.5
{ "A": "5.10m", "B": "3.95m", "C": "6.77m", "D": "4.57m", "E": "5.89m" }
A
5.09m, 2.06m, 1.96m
0
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the moving city bus at night? (at 0s)
Object description: A moving city bus at night.
0
0
{ "A": "0.20m/s²", "B": "0.10m/s²", "C": "0.00m/s²", "D": "0.50m/s²", "E": "0.10m/s²" }
B
0.10m/s²
1
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous acceleration of the red car with headlights on over the specified time interval? (at 2s)
Object description: Red car with headlights on.
2
2
{ "A": "0.0 m/s²", "B": "0.1 m/s²", "C": "0.5 m/s²", "D": "0.8 m/s²", "E": "1.0 m/s²" }
A
0.00m/s²
2
outdoor
11387395026864348975_3820_000_3840_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?
0
19.6
{ "A": "12°", "B": "10°", "C": "0°", "D": "7°", "E": "5°" }
C
-0.24°
3
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Trajectory Description
Single Choice
What is the most appropriate description of the camera's movement trajectory?
0
19.6
{ "A": "move forward 60m", "B": "move forward 70m, then turn right 90°", "C": "move forward 50m, then turn left 60°", "D": "move forward 30m, then turn right 45°", "E": "move forward 60m, then turn left 30°" }
A
move forward 60.52m
4
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
3D Video Grounding
Single Choice
What is the 3D bounding box in camera coordinates for the silver car with front damage when it first co-occurs with a moving city bus at night?
Target object description: A silver car with front damage.; Condition object description: A moving city bus at night.
1
1
{ "A": "{\"C_lwh\": [5.00, 2.10, 1.60], \"C_central_point\": [25.38, 13.93, 2.00], \"C_heading\": 135.00}", "B": "{\"C_lwh\": [5.00, 2.10, 1.60], \"C_central_point\": [26.25, 13.55, 2.25], \"C_heading\": 135.00}", "C": "{\"C_lwh\": [5.00, 2.10, 1.60], \"C_central_point\": [25.88, 13.18, 2.12], \"C_heading\": 135....
D
{"C_lwh": [4.97, 2.1, 1.55], "C_central_point": [26.05, -13.34, -1.98], "C_heading": 134.61}
5
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
3D Video Grounding
Single Choice
Which of the following options correctly represents the 3D bounding box of the red car with headlights on in camera coordinates?
Object description: Red car with headlights on.
1
1
{ "A": "{\"C_lwh\": [5.25, 2.12, 1.62], \"C_central_point\": [18.10, 5.60, 1.80], \"C_heading\": 141.10}", "B": "{\"C_lwh\": [5.00, 2.00, 1.50], \"C_central_point\": [18.10, 5.60, 1.80], \"C_heading\": 141.10}", "C": "{\"C_lwh\": [5.00, 2.00, 1.50], \"C_central_point\": [18.10, 6.85, 1.80], \"C_heading\": 141.10}...
B
{"C_lwh": [5.01, 2.02, 1.53], "C_central_point": [18.07, -5.6, -1.8], "C_heading": 141.11}
6
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -1261.7, "ty": 12195.4, "tz": 12.17, "r11": -0.76, "r12": -0.66, "r13": 0.01, "r21": 0.66, "r22": -0.76, "r23": 0.02, "r31": -0.0, "r32": 0.02, "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 t...
10
10
{ "A": "{\"tx\": -1265.7, \"ty\": 12247.3, \"tz\": 10.8, \"r11\": -0.74, \"r12\": -0.68, \"r13\": 0.02, \"r21\": 0.68, \"r22\": -0.74, \"r23\": 0.02, \"r31\": 0.0, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": -1263.7, \"ty\": 12242.4, \"tz\": 15.8, \"r11\": -0.72, \"r12\": -0.69, \"r13\": 0.05, \"r21\": 0.69, \"r2...
A
{"tx": -1265.65, "ty": 12247.32, "tz": 10.76, "r11": -0.74, "r12": -0.68, "r13": 0.02, "r21": 0.68, "r22": -0.74, "r23": 0.02, "r31": 0.0, "r32": 0.02, "r33": 1.0}
7
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": -1261.7, "ty": 12195.4, "tz": 12.17, "r11": -0.76, "r12": -0.66, "r13": 0.01, "r21": 0.66, "r22": -0.76, "r23": 0.02, "r31": -0.0, "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 and selecting the most a...
16
16
{ "A": "{\"tx\": -1265.7, \"ty\": 12247.5, \"tz\": 10.8, \"r11\": -0.74, \"r12\": -0.68, \"r13\": 0.02, \"r21\": 0.68, \"r22\": -0.74, \"r23\": 0.01, \"r31\": 0.0, \"r32\": 0.02, \"r33\": 1.0}", "B": "{\"tx\": -1260.7, \"ty\": 12255.5, \"tz\": 5.8, \"r11\": -0.74, \"r12\": -0.68, \"r13\": 0.02, \"r21\": 0.68, \"r22...
A
{"tx": -1265.65, "ty": 12247.52, "tz": 10.75, "r11": -0.74, "r12": -0.68, "r13": 0.02, "r21": 0.68, "r22": -0.74, "r23": 0.01, "r31": 0.0, "r32": 0.02, "r33": 1.0}
8
outdoor
11387395026864348975_3820_000_3840_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: A moving city bus at night.
0
19.6
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
B
Front-Left
9
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Spatial Relation
Single Choice
What is the positional relationship of the white car relative to the red car?
4
4
{ "A": "Left", "B": "Right", "C": "Front", "D": "Back", "E": "Up" }
C
Front
10
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Spatial Relation
Single Choice
What is the positional relationship of the red car relative to the white car?
4
4
{ "A": "Left", "B": "Right", "C": "Front", "D": "Back", "E": "Up" }
D
Back
11
outdoor
11387395026864348975_3820_000_3840_000_camera_2.mp4
Waymo
Displacement & Path Length
Single Choice
What is the most appropriate trajectory length (total distance traveled) of the moving city bus between two frames?
Object description: A moving city bus at night.
1
1
{ "A": "2.40m", "B": "7.70m", "C": "6.40m", "D": "11.09m", "E": "3.53m" }
B
7.73m
12
outdoor
11406166561185637285_1753_750_1773_750_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": "39.38m", "B": "38.66m", "C": "40.82m", "D": "40.10m", "E": "41.54m" }
D
40.10m
0
outdoor
11406166561185637285_1753_750_1773_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": "51.77m", "B": "42.40m", "C": "37.74m", "D": "33.06m", "E": "47.09m" }
B
42.44m
1
outdoor
11406166561185637285_1753_750_1773_750_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the camera over the specified time interval?
7.7
9.2
{ "A": "0 m/s", "B": "0.1 m/s", "C": "0.2 m/s", "D": "0.3 m/s", "E": "0.4 m/s" }
A
0.01m/s
2
outdoor
11406166561185637285_1753_750_1773_750_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": "15°", "C": "17°", "D": "0°", "E": "5°" }
D
1.17°
3
outdoor
11406166561185637285_1753_750_1773_750_camera_1.mp4
Waymo
Trajectory Description
Single Choice
Which of the following is the most appropriate description of the camera's movement trajectory?
0
19.7
{ "A": "move forward 28m, turn right 35°, move forward 14m", "B": "move forward 25m, turn left 30°, move forward 15m", "C": "move forward 30m, turn right 40°, move forward 10m", "D": "move forward 28m, turn left 35°, move forward 14m", "E": "move forward 28m, turn right 35°, move forward 10m" }
A
move forward 28.13m, turn right 35.15°, move forward 13.68m
4
outdoor
11406166561185637285_1753_750_1773_750_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 1524.88, "ty": -783.75, "tz": -23.35, "r11": 0.76, "r12": 0.65, "r13": -0.01, "r21": -0.65, "r22": 0.76, "r23": -0.03, "r31": -0.01, "r32": 0.03, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the specific frame based on the RGB video data. (at 0s)
0
0
{ "A": "{\"tx\": 1520.4, \"ty\": -779.7, \"tz\": -23.3, \"r11\": 0.76, \"r12\": 0.65, \"r13\": 0.0, \"r21\": -0.65, \"r22\": 0.76, \"r23\": -0.02, \"r31\": -0.01, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 1530.4, \"ty\": -789.7, \"tz\": -23.3, \"r11\": 0.76, \"r12\": 0.65, \"r13\": 0.0, \"r21\": -0.65, \"r22\":...
A
{"tx": 1520.39, "ty": -779.74, "tz": -23.29, "r11": 0.76, "r12": 0.65, "r13": 0.0, "r21": -0.65, "r22": 0.76, "r23": -0.02, "r31": -0.01, "r32": 0.01, "r33": 1.0}
5
outdoor
11406166561185637285_1753_750_1773_750_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 1524.88, "ty": -783.75, "tz": -23.35, "r11": 0.76, "r12": 0.65, "r13": -0.01, "r21": -0.65, "r22": 0.76, "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 to match the ground tr...
3
3
{ "A": "{\"tx\": 1554.9, \"ty\": -803.8, \"tz\": -23.4, \"r11\": 0.76, \"r12\": 0.65, \"r13\": -0.01, \"r21\": -0.65, \"r22\": 0.76, \"r23\": -0.03, \"r31\": -0.01, \"r32\": 0.03, \"r33\": 1.0}", "B": "{\"tx\": 1533.7, \"ty\": -791.0, \"tz\": -23.4, \"r11\": 0.79, \"r12\": 0.62, \"r13\": -0.01, \"r21\": -0.62, \"r2...
B
{"tx": 1533.65, "ty": -790.97, "tz": -23.43, "r11": 0.79, "r12": 0.62, "r13": -0.01, "r21": -0.62, "r22": 0.78, "r23": -0.02, "r31": -0.01, "r32": 0.02, "r33": 1.0}
6
outdoor
11406166561185637285_1753_750_1773_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?
0
19.7
{ "A": "Front", "B": "Front-Left", "C": "Front-Right", "D": "Left", "E": "Right" }
A
Front
7
outdoor
11434627589960744626_4829_660_4849_660_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
19.7
{ "A": "241.01m", "B": "239.28m", "C": "240.00m", "D": "238.71m", "E": "240.72m" }
C
240.50m
0
outdoor
11434627589960744626_4829_660_4849_660_camera_4.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": "222.30m", "B": "235.34m", "C": "244.66m", "D": "249.32m", "E": "240.00m" }
E
241.39m
1
outdoor
11434627589960744626_4829_660_4849_660_camera_4.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the camera over the specified time interval?
8.4
9.4
{ "A": "17.96m/s", "B": "14.72m/s", "C": "14.00m/s", "D": "11.48m/s", "E": "12.92m/s" }
C
13.70m/s
2
outdoor
11434627589960744626_4829_660_4849_660_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
19.7
{ "A": "5°", "B": "0°", "C": "10°", "D": "7°", "E": "12°" }
B
-0.31°
3
outdoor
11434627589960744626_4829_660_4849_660_camera_4.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 240m", "C": "move forward 230m", "D": "turn right 240°", "E": "turn left 240°" }
B
move forward 240.50m
4
outdoor
11434627589960744626_4829_660_4849_660_camera_4.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 8463.03, "ty": 42.29, "tz": 184.9, "r11": 1.0, "r12": -0.0, "r13": -0.04, "r21": 0.0, "r22": 1.0, "r23": 0.01, "r31": 0.04, "r32": -0.01, "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 matc...
16
16
{ "A": "{\"tx\": 8468.6, \"ty\": -163.8, \"tz\": 185.2, \"r11\": 1.0, \"r12\": -0.01, \"r13\": -0.01, \"r21\": 0.01, \"r22\": 1.0, \"r23\": 0.01, \"r31\": 0.01, \"r32\": -0.01, \"r33\": 1.0}", "B": "{\"tx\": 8466.6, \"ty\": -163.8, \"tz\": 185.2, \"r11\": 1.0, \"r12\": -0.01, \"r13\": -0.01, \"r21\": 0.01, \"r22\":...
A
{"tx": 8468.64, "ty": -163.82, "tz": 185.19, "r11": 1.0, "r12": -0.01, "r13": -0.01, "r21": 0.01, "r22": 1.0, "r23": 0.01, "r31": 0.01, "r32": -0.01, "r33": 1.0}
5
outdoor
11434627589960744626_4829_660_4849_660_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
6
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate instantaneous speed of the red Chevrolet sedan with tinted windows over the specified time interval? (at 4s)
Object description: Red Chevrolet sedan with tinted windows.
4
4
{ "A": "0.40m/s", "B": "1.50m/s", "C": "2.20m/s", "D": "4.00m/s", "E": "1.80m/s" }
C
2.20m/s
0
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the red Chevrolet sedan with tinted windows over the specified time interval?
Object description: Red Chevrolet sedan with tinted windows.
2.5
19.7
{ "A": "5.51 m/s", "B": "5.26 m/s", "C": "4.50 m/s", "D": "3.23 m/s", "E": "3.99 m/s" }
C
4.51m/s
1
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
Speed & Acceleration
Single Choice
What is the most appropriate average speed of the white sedan in heavy traffic over the specified time interval? (at 4s)
Object description: White sedan in heavy traffic.
4
4
{ "A": "0.30m/s", "B": "1.40m/s", "C": "2.50m/s", "D": "0.80m/s", "E": "1.70m/s" }
B
1.40m/s
2
outdoor
11450298750351730790_1431_750_1451_750_camera_1.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": "22°", "B": "26°", "C": "0°", "D": "15°", "E": "7°" }
C
0.40°
3
outdoor
11450298750351730790_1431_750_1451_750_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 150m", "B": "move backward 180m", "C": "move forward 180m", "D": "move forward 100m, then turn left 75°", "E": "move forward 200m, then turn right 60°" }
C
move forward 177.85m
4
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
Which of the following parameter sets correctly localizes the 3D bounding box of a Black Cadillac Escalade with red roof in camera coordinates from a single frame?
Object description: Black Cadillac Escalade with red roof.
5
5
{ "A": "{\"C_lwh\": [6.25, 3.45, 3.25], \"C_central_point\": [57.30, 3.60, 1.80], \"C_heading\": 0.30}", "B": "{\"C_lwh\": [5.00, 2.20, 2.00], \"C_central_point\": [56.05, 3.60, 1.80], \"C_heading\": 0.30}", "C": "{\"C_lwh\": [5.00, 2.20, 2.00], \"C_central_point\": [57.30, 3.60, 1.80], \"C_heading\": 0.30}", "...
C
{"C_lwh": [5.01, 2.22, 1.97], "C_central_point": [57.28, 3.63, -1.79], "C_heading": -0.31}
5
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
Which option correctly localizes the 3D bounding box of a white sedan in heavy traffic in camera coordinates from a single randomly selected frame?
Object description: White sedan in heavy traffic.
4
4
{ "A": "{\"C_lwh\": [5.37, 2.18, 1.79], \"C_central_point\": [53.67, 3.50, 2.02], \"C_heading\": 1.90}", "B": "{\"C_lwh\": [5.37, 2.18, 1.79], \"C_central_point\": [54.61, 3.66, 1.87], \"C_heading\": 1.90}", "C": "{\"C_lwh\": [5.37, 2.18, 1.79], \"C_central_point\": [54.30, 3.60, 1.90], \"C_heading\": 1.90}", "...
C
{"C_lwh": [5.37, 2.18, 1.79], "C_central_point": [54.34, 3.57, -1.92], "C_heading": 1.86}
6
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
3D Video Grounding
Single Choice
What are the camera coordinates of the 3D bounding box for the Red Chevrolet sedan with tinted windows at the frame where it first co-occurs with the White sedan in heavy traffic?
Target object description: Red Chevrolet sedan with tinted windows.; Condition object description: White sedan in heavy traffic.
2
2
{ "A": "{\"C_lwh\": [4.80, 2.00, 1.50], \"C_central_point\": [78.30, 3.80, 1.90], \"C_heading\": 0.60}", "B": "{\"C_lwh\": [4.80, 2.00, 1.50], \"C_central_point\": [77.30, 3.80, 1.90], \"C_heading\": 0.60}", "C": "{\"C_lwh\": [4.80, 2.00, 1.50], \"C_central_point\": [78.42, 3.80, 1.90], \"C_heading\": 0.60}", "...
E
{"C_lwh": [4.83, 1.96, 1.48], "C_central_point": [77.78, -3.83, -1.94], "C_heading": -0.64}
7
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 570.74, "ty": 10915.1, "tz": -135.18, "r11": 0.02, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": 0.02, "r23": -0.01, "r31": 0.01, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose at the first second's camera pose. (at 0s)
0
0
{ "A": "{\"tx\": 565.7, \"ty\": 10907.1, \"tz\": -140.2, \"r11\": 0.02, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.02, \"r23\": -0.01, \"r31\": 0.01, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 570.5, \"ty\": 10902.3, \"tz\": -135.1, \"r11\": 0.02, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": ...
B
{"tx": 570.47, "ty": 10902.28, "tz": -135.06, "r11": 0.02, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": 0.02, "r23": -0.01, "r31": 0.01, "r32": 0.01, "r33": 1.0}
8
outdoor
11450298750351730790_1431_750_1451_750_camera_1.mp4
Waymo
Pose Estimation
Single Choice
Given the initial pose: {"tx": 570.74, "ty": 10915.1, "tz": -135.18, "r11": 0.02, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": 0.02, "r23": -0.01, "r31": 0.01, "r32": 0.01, "r33": 1.0}, estimate and select the most likely camera pose in 3D space for the first second's camera pose using only the RGB video: (at 3s)
3
3
{ "A": "{\"tx\": 571.3, \"ty\": 10941.6, \"tz\": -135.4, \"r11\": 0.03, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\": 0.03, \"r23\": -0.01, \"r31\": 0.0, \"r32\": 0.01, \"r33\": 1.0}", "B": "{\"tx\": 570.74, \"ty\": 10915.1, \"tz\": -135.18, \"r11\": 0.02, \"r12\": -1.0, \"r13\": 0.01, \"r21\": 1.0, \"r22\":...
A
{"tx": 571.32, "ty": 10941.61, "tz": -135.41, "r11": 0.03, "r12": -1.0, "r13": 0.01, "r21": 1.0, "r22": 0.03, "r23": -0.01, "r31": 0.0, "r32": 0.01, "r33": 1.0}
9
outdoor