Datasets:
image
stringlengths 16
16
| image_link
stringlengths 54
56
| caption
stringlengths 21
58
| label
int64 0
1
| relation
stringlengths 2
20
| annotator_id
int64 1
47
| vote_true_validator_id
stringlengths 2
19
| vote_false_validator_id
stringlengths 2
18
| reference_frame
float64 0
2
⌀ |
|---|---|---|---|---|---|---|---|---|
000000296471.jpg | http://images.cocodataset.org/train2017/000000296471.jpg | The cat is inside the refrigerator. | 0 | inside | 27 | [] | [1, 2, 20] | null |
000000155777.jpg | http://images.cocodataset.org/train2017/000000155777.jpg | The bird is away from the motorcycle. | 1 | away from | 2 | [2, 62, 20] | [] | null |
000000262118.jpg | http://images.cocodataset.org/train2017/000000262118.jpg | The bed is right of the bench. | 1 | right of | 29 | [2, 16] | [66] | 0 |
000000068878.jpg | http://images.cocodataset.org/train2017/000000068878.jpg | The car is over the cat. | 0 | over | 27 | [] | [2, 55, 25] | null |
000000447741.jpg | http://images.cocodataset.org/train2017/000000447741.jpg | The person is surrounding the cat. | 1 | surrounding | 38 | [3, 2, 12] | [] | null |
000000254356.jpg | http://images.cocodataset.org/train2017/000000254356.jpg | The dining table is near the person. | 0 | near | 35 | [2] | [28, 12] | null |
000000013636.jpg | http://images.cocodataset.org/train2017/000000013636.jpg | The cat is away from the dog. | 1 | away from | 2 | [2, 22] | [60] | null |
000000363875.jpg | http://images.cocodataset.org/val2017/000000363875.jpg | The motorcycle is far away from the bus. | 0 | far away from | 29 | [] | [63, 2, 26] | null |
000000046927.jpg | http://images.cocodataset.org/train2017/000000046927.jpg | The sheep is beside the chair. | 0 | beside | 35 | [] | [1, 2, 10] | null |
000000528832.jpg | http://images.cocodataset.org/train2017/000000528832.jpg | The couch is under the teddy bear. | 1 | under | 40 | [18, 2, 65] | [] | null |
000000117445.jpg | http://images.cocodataset.org/train2017/000000117445.jpg | The bird is inside the car. | 1 | inside | 30 | [28, 2, 60] | [] | null |
000000391632.jpg | http://images.cocodataset.org/train2017/000000391632.jpg | The suitcase contains the cat. | 0 | contains | 2 | [] | [2, 62, 20] | null |
000000082826.jpg | http://images.cocodataset.org/train2017/000000082826.jpg | The dog is under the person. | 0 | under | 32 | [2] | [55, 15] | null |
000000094174.jpg | http://images.cocodataset.org/train2017/000000094174.jpg | The teddy bear is off the dining table. | 1 | off | 1 | [18, 2, 55] | [] | null |
000000159403.jpg | http://images.cocodataset.org/train2017/000000159403.jpg | The dining table is next to the bus. | 0 | next to | 38 | [2] | [1, 21] | null |
000000099619.jpg | http://images.cocodataset.org/train2017/000000099619.jpg | The person is in front of the zebra. | 0 | in front of | 27 | [24] | [2, 24] | null |
000000425078.jpg | http://images.cocodataset.org/train2017/000000425078.jpg | The person is in the bus. | 0 | in | 35 | [] | [2, 52, 7] | null |
000000440057.jpg | http://images.cocodataset.org/train2017/000000440057.jpg | The laptop is touching the cat. | 0 | touching | 29 | [] | [2, 17, 66] | null |
000000238795.jpg | http://images.cocodataset.org/train2017/000000238795.jpg | The broccoli is at the left side of the pizza. | 1 | at the left side of | 4 | [54, 2, 20] | [] | 1 |
000000423267.jpg | http://images.cocodataset.org/train2017/000000423267.jpg | The dog is on the person. | 1 | on | 29 | [19, 2, 12] | [] | null |
000000344460.jpg | http://images.cocodataset.org/train2017/000000344460.jpg | The suitcase contains the teddy bear. | 1 | contains | 35 | [2, 65, 10] | [] | null |
000000575487.jpg | http://images.cocodataset.org/train2017/000000575487.jpg | The person is facing the oven. | 1 | facing | 2 | [1, 2, 24] | [] | null |
000000351654.jpg | http://images.cocodataset.org/train2017/000000351654.jpg | The dining table is below the pizza. | 0 | below | 46 | [2] | [1, 57] | null |
000000145722.jpg | http://images.cocodataset.org/train2017/000000145722.jpg | The cup is left of the hot dog. | 0 | left of | 30 | [] | [2, 20, 59] | null |
000000575349.jpg | http://images.cocodataset.org/train2017/000000575349.jpg | The donut is on the dining table. | 0 | on | 1 | [] | [3, 4, 2] | null |
000000251655.jpg | http://images.cocodataset.org/train2017/000000251655.jpg | The bed is under the person. | 0 | under | 44 | [26] | [61, 2] | null |
000000180682.jpg | http://images.cocodataset.org/train2017/000000180682.jpg | The person is touching the teddy bear. | 1 | touching | 35 | [1, 2, 22] | [] | null |
000000472309.jpg | http://images.cocodataset.org/train2017/000000472309.jpg | The person is at the right side of the teddy bear. | 1 | at the right side of | 27 | [1, 2, 23] | [] | 1 |
000000554102.jpg | http://images.cocodataset.org/train2017/000000554102.jpg | The cup is left of the person. | 1 | left of | 30 | [11, 2] | [3] | 0 |
000000423875.jpg | http://images.cocodataset.org/train2017/000000423875.jpg | The motorcycle is next to the truck. | 0 | next to | 35 | [2] | [13, 20] | null |
000000329421.jpg | http://images.cocodataset.org/train2017/000000329421.jpg | The dining table is on the boat. | 0 | on | 29 | [] | [2, 22, 64] | null |
000000095517.jpg | http://images.cocodataset.org/train2017/000000095517.jpg | The elephant is next to the person. | 1 | next to | 27 | [65, 21] | [2] | null |
000000408621.jpg | http://images.cocodataset.org/train2017/000000408621.jpg | The bus is behind the bench. | 0 | behind | 31 | [] | [53, 19, 2] | null |
000000283405.jpg | http://images.cocodataset.org/train2017/000000283405.jpg | The banana is in front of the person. | 1 | in front of | 36 | [1, 2, 17] | [] | null |
000000271058.jpg | http://images.cocodataset.org/train2017/000000271058.jpg | The person is touching the pizza. | 0 | touching | 29 | [] | [13, 2, 15] | null |
000000213579.jpg | http://images.cocodataset.org/train2017/000000213579.jpg | The person is touching the dining table. | 0 | touching | 32 | [] | [54, 2, 21] | null |
000000499656.jpg | http://images.cocodataset.org/train2017/000000499656.jpg | The book is touching the cat. | 1 | touching | 30 | [2, 48, 24] | [] | null |
000000061946.jpg | http://images.cocodataset.org/train2017/000000061946.jpg | The sandwich is touching the teddy bear. | 1 | touching | 30 | [3, 2, 1] | [] | null |
000000093133.jpg | http://images.cocodataset.org/train2017/000000093133.jpg | The dining table is in front of the potted plant. | 1 | in front of | 27 | [19, 2, 58] | [] | null |
000000579917.jpg | http://images.cocodataset.org/train2017/000000579917.jpg | The banana is behind the cake. | 1 | behind | 33 | [2, 57, 6] | [] | null |
000000287781.jpg | http://images.cocodataset.org/train2017/000000287781.jpg | The umbrella is attached to the bicycle. | 0 | attached to | 27 | [] | [2, 20, 66] | null |
000000108113.jpg | http://images.cocodataset.org/train2017/000000108113.jpg | The dog is at the left side of the donut. | 1 | at the left side of | 2 | [3, 2] | [9] | 1 |
000000231786.jpg | http://images.cocodataset.org/train2017/000000231786.jpg | The refrigerator is in the tv. | 0 | in | 1 | [] | [2, 16, 60] | null |
000000199458.jpg | http://images.cocodataset.org/train2017/000000199458.jpg | The car is on the couch. | 0 | on | 27 | [] | [2, 66, 7] | null |
000000256322.jpg | http://images.cocodataset.org/train2017/000000256322.jpg | The cat is in the umbrella. | 1 | in | 29 | [2, 10, 1] | [] | null |
000000145680.jpg | http://images.cocodataset.org/train2017/000000145680.jpg | The cake is below the broccoli. | 1 | below | 27 | [2, 66] | [3] | null |
000000108113.jpg | http://images.cocodataset.org/train2017/000000108113.jpg | The donut is on the dog. | 1 | on | 1 | [10, 59] | [2] | null |
000000488964.jpg | http://images.cocodataset.org/train2017/000000488964.jpg | The cat is on the couch. | 0 | on | 30 | [] | [2, 1, 58] | null |
000000357549.jpg | http://images.cocodataset.org/train2017/000000357549.jpg | The train is near the bicycle. | 1 | near | 2 | [56, 2, 25] | [] | null |
000000044432.jpg | http://images.cocodataset.org/train2017/000000044432.jpg | The teddy bear is on top of the bear. | 0 | on top of | 27 | [] | [2, 9, 10] | null |
000000125703.jpg | http://images.cocodataset.org/train2017/000000125703.jpg | The elephant is facing the person. | 1 | facing | 35 | [2, 17, 62] | [] | null |
000000053315.jpg | http://images.cocodataset.org/train2017/000000053315.jpg | The bench is next to the cake. | 0 | next to | 29 | [57] | [2, 25] | null |
000000366349.jpg | http://images.cocodataset.org/train2017/000000366349.jpg | The book is on top of the teddy bear. | 1 | on top of | 27 | [3, 2, 9] | [] | null |
000000392825.jpg | http://images.cocodataset.org/train2017/000000392825.jpg | The motorcycle is far away from the bus. | 1 | far away from | 29 | [61, 2, 20] | [] | null |
000000187424.jpg | http://images.cocodataset.org/train2017/000000187424.jpg | The car is behind the toilet. | 1 | behind | 30 | [64, 6] | [2] | null |
000000289698.jpg | http://images.cocodataset.org/train2017/000000289698.jpg | The cat is in the microwave. | 0 | in | 31 | [] | [28, 2, 67] | null |
000000422886.jpg | http://images.cocodataset.org/val2017/000000422886.jpg | The hot dog is in the person. | 1 | in | 40 | [2, 8, 48] | [] | null |
000000293027.jpg | http://images.cocodataset.org/train2017/000000293027.jpg | The bed is in front of the handbag. | 0 | in front of | 27 | [] | [2, 25, 9] | null |
000000504158.jpg | http://images.cocodataset.org/train2017/000000504158.jpg | The dog is above the cat. | 0 | above | 29 | [] | [2, 1, 58] | null |
000000002570.jpg | http://images.cocodataset.org/train2017/000000002570.jpg | The laptop is at the right side of the donut. | 0 | at the right side of | 2 | [52] | [2, 1] | null |
000000341139.jpg | http://images.cocodataset.org/train2017/000000341139.jpg | The sandwich is at the side of the dining table. | 0 | at the side of | 27 | [25] | [2, 58] | null |
000000570588.jpg | http://images.cocodataset.org/train2017/000000570588.jpg | The train is perpendicular to the bench. | 1 | perpendicular to | 1 | [2, 57] | [6] | null |
000000509783.jpg | http://images.cocodataset.org/train2017/000000509783.jpg | The person is far from the elephant. | 1 | far from | 35 | [53, 18, 2] | [] | null |
000000420964.jpg | http://images.cocodataset.org/train2017/000000420964.jpg | The truck is behind the elephant. | 0 | behind | 30 | [] | [2, 65, 26] | null |
000000134688.jpg | http://images.cocodataset.org/train2017/000000134688.jpg | The dining table is under the teddy bear. | 1 | under | 29 | [3, 1, 2] | [] | null |
000000031084.jpg | http://images.cocodataset.org/train2017/000000031084.jpg | The hot dog is far away from the oven. | 0 | far away from | 43 | [] | [63, 2, 17] | null |
000000099546.jpg | http://images.cocodataset.org/train2017/000000099546.jpg | The dining table is touching the teddy bear. | 0 | touching | 27 | [] | [2, 15, 9] | null |
000000456422.jpg | http://images.cocodataset.org/train2017/000000456422.jpg | The teddy bear is inside the suitcase. | 0 | inside | 27 | [] | [2, 62, 10] | null |
000000254050.jpg | http://images.cocodataset.org/train2017/000000254050.jpg | The backpack is on the dog. | 1 | on | 3 | [13, 2, 10] | [] | null |
000000491216.jpg | http://images.cocodataset.org/val2017/000000491216.jpg | The cat is in the refrigerator. | 0 | in | 27 | [] | [2, 57, 15] | null |
000000530658.jpg | http://images.cocodataset.org/train2017/000000530658.jpg | The laptop is under the cat. | 0 | under | 27 | [] | [2, 67, 17] | null |
000000104130.jpg | http://images.cocodataset.org/train2017/000000104130.jpg | The bowl is touching the bird. | 0 | touching | 27 | [] | [2, 9, 62] | null |
000000240718.jpg | http://images.cocodataset.org/train2017/000000240718.jpg | The pizza is in the oven. | 1 | in | 42 | [2, 1, 25] | [] | null |
000000040359.jpg | http://images.cocodataset.org/train2017/000000040359.jpg | The cat is beneath the car. | 0 | beneath | 30 | [] | [56, 19, 2] | null |
000000032284.jpg | http://images.cocodataset.org/train2017/000000032284.jpg | The motorcycle is facing the truck. | 0 | facing | 1 | [] | [3, 11, 4, 2] | null |
000000070744.jpg | http://images.cocodataset.org/train2017/000000070744.jpg | The surfboard is connected to the bicycle. | 0 | connected to | 35 | [23] | [2, 60] | null |
000000187432.jpg | http://images.cocodataset.org/train2017/000000187432.jpg | The cat is at the left side of the bed. | 0 | at the left side of | 29 | [2] | [9, 1] | null |
000000542776.jpg | http://images.cocodataset.org/val2017/000000542776.jpg | The book is touching the bird. | 1 | touching | 3 | [2, 60, 6] | [] | null |
000000273450.jpg | http://images.cocodataset.org/train2017/000000273450.jpg | The parking meter is behind the car. | 0 | behind | 1 | [57] | [3, 2] | null |
000000332607.jpg | http://images.cocodataset.org/train2017/000000332607.jpg | The wine glass is touching the person. | 1 | touching | 30 | [2, 9, 24] | [] | null |
000000469648.jpg | http://images.cocodataset.org/train2017/000000469648.jpg | The teddy bear is touching the bed. | 1 | touching | 30 | [2, 22, 9] | [] | null |
000000355156.jpg | http://images.cocodataset.org/train2017/000000355156.jpg | The person is facing away from the horse. | 0 | facing away from | 1 | [] | [56, 2, 17] | null |
000000028134.jpg | http://images.cocodataset.org/train2017/000000028134.jpg | The bird is in the tv. | 0 | in | 1 | [] | [2, 60, 7] | null |
000000532998.jpg | http://images.cocodataset.org/train2017/000000532998.jpg | The train is parallel to the person. | 1 | parallel to | 37 | [55, 6] | [2] | null |
000000559728.jpg | http://images.cocodataset.org/train2017/000000559728.jpg | The sheep is connected to the person. | 0 | connected to | 32 | [] | [2, 57, 6] | null |
000000010092.jpg | http://images.cocodataset.org/val2017/000000010092.jpg | The bed is at the right side of the dining table. | 0 | at the right side of | 27 | [60] | [1, 2] | null |
000000281920.jpg | http://images.cocodataset.org/train2017/000000281920.jpg | The pizza is under the broccoli. | 0 | under | 2 | [] | [63, 2, 25] | null |
000000115846.jpg | http://images.cocodataset.org/train2017/000000115846.jpg | The couch is across from the dining table. | 1 | across from | 27 | [2, 64, 10] | [] | null |
000000387136.jpg | http://images.cocodataset.org/train2017/000000387136.jpg | The motorcycle is in front of the truck. | 1 | in front of | 30 | [15, 66] | [2] | null |
000000568171.jpg | http://images.cocodataset.org/train2017/000000568171.jpg | The cat is above the dining table. | 1 | above | 34 | [2, 12, 21] | [] | null |
000000309956.jpg | http://images.cocodataset.org/train2017/000000309956.jpg | The cake is in front of the truck. | 0 | in front of | 27 | [] | [2, 8, 65] | null |
000000319655.jpg | http://images.cocodataset.org/train2017/000000319655.jpg | The motorcycle is parallel to the bus. | 1 | parallel to | 30 | [3, 63, 2] | [] | null |
000000301262.jpg | http://images.cocodataset.org/train2017/000000301262.jpg | The fire hydrant is in front of the stop sign. | 0 | in front of | 29 | [] | [1, 2, 17] | null |
000000164786.jpg | http://images.cocodataset.org/train2017/000000164786.jpg | The person is in front of the train. | 0 | in front of | 4 | [63] | [2, 25] | null |
000000019037.jpg | http://images.cocodataset.org/train2017/000000019037.jpg | The bed is at the left side of the dog. | 0 | at the left side of | 27 | [] | [54, 2, 16] | null |
000000537372.jpg | http://images.cocodataset.org/train2017/000000537372.jpg | The cat is at the edge of the bed. | 1 | at the edge of | 31 | [2, 17, 9, 2] | [] | null |
000000408185.jpg | http://images.cocodataset.org/train2017/000000408185.jpg | The cat is on the laptop. | 0 | on | 1 | [13] | [2, 26] | null |
000000324871.jpg | http://images.cocodataset.org/train2017/000000324871.jpg | The bench is attached to the elephant. | 1 | attached to | 1 | [2, 16, 55] | [] | null |
000000292101.jpg | http://images.cocodataset.org/train2017/000000292101.jpg | The chair is above the cat. | 0 | above | 1 | [] | [2, 10, 1] | null |
000000205981.jpg | http://images.cocodataset.org/train2017/000000205981.jpg | The person is in the boat. | 0 | in | 2 | [] | [56, 2, 23] | null |
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VSR: Visual Spatial Reasoning
This is the random set of VSR: Visual Spatial Reasoning (TACL 2023) [paper].
Usage
from datasets import load_dataset
data_files = {"train": "train.jsonl", "dev": "dev.jsonl", "test": "test.jsonl"}
dataset = load_dataset("cambridgeltl/vsr_random", data_files=data_files)
Note that the image files still need to be downloaded separately. See data/ for details.
Go to our github repo for more introductions.
Citation
If you find VSR useful:
@article{Liu2022VisualSR,
title={Visual Spatial Reasoning},
author={Fangyu Liu and Guy Edward Toh Emerson and Nigel Collier},
journal={Transactions of the Association for Computational Linguistics},
year={2023},
}
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
10,972
Data Sourcing report
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