id stringlengths 5 5 | image imagewidth (px) 1.92k 1.92k | category stringlengths 11 22 | question stringlengths 1.11k 1.53k | choices listlengths 4 4 | answer stringclasses 4
values |
|---|---|---|---|---|---|
q0002 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | D | |
q0006 | identify_rightmost | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <8>",
"B. <1>",
"C. <12>",
"D. <9>"
] | D | |
q0007 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | C | |
q0008 | order_leftmost | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <6>, <10>, <5>, <8>",
"B. <6>, <5>, <10>, <8>",
"C. <10>, <5>, <8>, <6>",
"D. <10>, <5>, <6>, <8>"
] | D | |
q0013 | pick_closer | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <13>",
"B. both are equidistant",
"C. <10>",
"D. cannot be determined"
] | C | |
q0014 | order_closest | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <1>, <5>, <13>, <3>",
"B. <3>, <13>, <5>, <1>",
"C. <1>, <3>, <5>, <13>",
"D. <1>, <13>, <5>, <3>"
] | C | |
q0015 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | C | |
q0017 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. forward — same direction as ego (12 o'clock)",
"B. leftward — perpendicular left (9 o'clock)",
"C. rightward — perpendicular right (3 o'clock)",
"D. backward — toward ego (6 o'clock)"
] | A | |
q0018 | pick_closer | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <2>",
"B. both are equidistant",
"C. <6>",
"D. cannot be determined"
] | A | |
q0019 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | B | |
q0020 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | C | |
q0021 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. forward — same direction as ego (12 o'clock)",
"B. rightward — perpendicular right (3 o'clock)",
"C. leftward — perpendicular left (9 o'clock)",
"D. backward — toward ego (6 o'clock)"
] | D | |
q0022 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | C | |
q0024 | identify_type | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. car",
"B. pedestrian",
"C. suv",
"D. light_truck"
] | C | |
q0025 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | B | |
q0028 | relative_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. cannot be determined",
"B. perpendicular to each other",
"C. roughly opposite directions",
"D. roughly the same direction"
] | C | |
q0029 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | B | |
q0031 | relative_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. roughly the same direction",
"B. perpendicular to each other",
"C. cannot be determined",
"D. roughly opposite directions"
] | D | |
q0033 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | B | |
q0034 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. backward — toward ego (6 o'clock)",
"B. leftward — perpendicular left (9 o'clock)",
"C. forward — same direction as ego (12 o'clock)",
"D. rightward — perpendicular right (3 o'clock)"
] | B | |
q0038 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. leftward — perpendicular left (9 o'clock)",
"B. forward — same direction as ego (12 o'clock)",
"C. rightward — perpendicular right (3 o'clock)",
"D. backward — toward ego (6 o'clock)"
] | A | |
q0040 | order_closest | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <22>, <11>, <8>, <9>",
"B. <11>, <8>, <9>, <22>",
"C. <11>, <9>, <22>, <8>",
"D. <8>, <9>, <11>, <22>"
] | D | |
q0044 | pick_closer | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. both are equidistant",
"B. <2>",
"C. cannot be determined",
"D. <3>"
] | B | |
q0045 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | D | |
q0048 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. leftward — perpendicular left (9 o'clock)",
"B. backward — toward ego (6 o'clock)",
"C. rightward — perpendicular right (3 o'clock)",
"D. forward — same direction as ego (12 o'clock)"
] | D | |
q0049 | relative_distance | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Very close (0-2m)",
"B. Close (2-10m)",
"C. Medium (10-30m)",
"D. Far (30m+)"
] | C | |
q0050 | relative_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. roughly opposite directions",
"B. roughly the same direction",
"C. cannot be determined",
"D. perpendicular to each other"
] | A | |
q0052 | embodied_collision | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Yes",
"B. No",
"C. cannot be determined",
"D. only if the object moves"
] | A | |
q0053 | identify_frontmost | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <12>",
"B. <6>",
"C. <14>",
"D. <8>"
] | C | |
q0055 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | D | |
q0056 | relative_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. perpendicular to each other",
"B. roughly the same direction",
"C. cannot be determined",
"D. roughly opposite directions"
] | D | |
q0060 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. forward — same direction as ego (12 o'clock)",
"B. backward — toward ego (6 o'clock)",
"C. leftward — perpendicular left (9 o'clock)",
"D. rightward — perpendicular right (3 o'clock)"
] | D | |
q0066 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | C | |
q0069 | order_leftmost | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <17>, <3>, <27>, <9>",
"B. <9>, <17>, <27>, <3>",
"C. <9>, <3>, <27>, <17>",
"D. <17>, <9>, <27>, <3>"
] | D | |
q0070 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | D | |
q0072 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. leftward — perpendicular left (9 o'clock)",
"B. forward — same direction as ego (12 o'clock)",
"C. backward — toward ego (6 o'clock)",
"D. rightward — perpendicular right (3 o'clock)"
] | B | |
q0073 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | D | |
q0075 | identify_closest | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <2>",
"B. <4>",
"C. <1>",
"D. <3>"
] | C | |
q0080 | relative_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. cannot be determined",
"B. perpendicular to each other",
"C. roughly the same direction",
"D. roughly opposite directions"
] | D | |
q0081 | order_closest | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <2>, <1>, <3>, <4>",
"B. <4>, <1>, <2>, <3>",
"C. <3>, <4>, <1>, <2>",
"D. <1>, <2>, <3>, <4>"
] | D | |
q0083 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | A | |
q0084 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. forward — same direction as ego (12 o'clock)",
"B. leftward — perpendicular left (9 o'clock)",
"C. backward — toward ego (6 o'clock)",
"D. rightward — perpendicular right (3 o'clock)"
] | D | |
q0086 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | D | |
q0087 | identify_frontmost | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. <1>",
"B. <4>",
"C. <3>",
"D. <6>"
] | D | |
q0088 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | B | |
q0094 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | C | |
q0095 | identify_position | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. nearby",
"B. ahead-left",
"C. behind-right",
"D. ahead"
] | B | |
q0096 | relative_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | C | |
q0098 | identify_distance_long | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. Close (0-20m)",
"B. Medium (20-50m)",
"C. Far (50-80m)",
"D. Very far (80m+)"
] | B | |
q0100 | identify_heading | You are answering a 3D spatial-reasoning question from a SINGLE monocular driving image with numbered bounding boxes. Frontier models routinely get these right by luck while reasoning incorrectly: they lean on flat-image shortcuts ('lower in the frame = closer', 'bigger box = nearer', 'left in the image = to my left') ... | [
"A. backward — toward ego (6 o'clock)",
"B. rightward — perpendicular right (3 o'clock)",
"C. forward — same direction as ego (12 o'clock)",
"D. leftward — perpendicular left (9 o'clock)"
] | C |
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