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Datasets:
kenanjeff
/
ComVG

Tasks:
Zero-Shot Classification
Modalities:
Tabular
Text
Formats:
csv
Size:
1K - 10K
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code
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pandas
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Dataset card Viewer Files Community
1
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id
int64
1
5.4k
sentence
stringlengths
17
37
pos_triplet
stringlengths
11
25
neg_triplet
stringlengths
21
36
pos_image_id
int64
180
2.42M
neg_image_id
int64
180
2.42M
neg_value
stringclasses
3 values
1
a man is sitting at a table
man,sit,table
('dog', 'sit', 'table')
2,358,258
2,357,994
subject
2
a man is sitting at a table
man,sit,table
('dog', 'sit', 'table')
2,358,258
2,400,993
subject
3
a man is sitting at a table
man,sit,table
('cat', 'sit', 'table')
2,358,258
2,368,732
subject
4
a man is sitting at a table
man,sit,table
('cat', 'sit', 'table')
2,358,258
2,416,600
subject
5
a man is sitting at a table
man,sit,table
('girl', 'sit', 'table')
2,358,258
2,362,132
subject
6
a man is sitting at a table
man,sit,table
('dog', 'sit', 'table')
2,358,258
2,318,432
subject
7
a man is walking on grass.
man,walk,grass
('woman', 'walk', 'grass')
2,407,317
2,362,530
subject
8
a man is walking on grass.
man,walk,grass
('woman', 'walk', 'grass')
2,407,317
1,592,658
subject
9
a man is walking on grass.
man,walk,grass
('horse', 'walk', 'grass')
2,407,317
2,386,160
subject
10
a man is sitting on grass.
man,sit,grass
('woman', 'sit', 'grass')
2,374,415
2,383,229
subject
11
a man is sitting on grass.
man,sit,grass
('woman', 'sit', 'grass')
2,374,415
2,416,084
subject
12
a man is sitting on grass.
man,sit,grass
('woman', 'sit', 'grass')
2,393,129
2,383,229
subject
13
a man is sitting on grass.
man,sit,grass
('woman', 'sit', 'grass')
2,393,129
2,416,084
subject
14
a man is sitting on grass.
man,sit,grass
('woman', 'sit', 'grass')
2,398,451
2,383,229
subject
15
a man is sitting on grass.
man,sit,grass
('woman', 'sit', 'grass')
2,398,451
2,416,084
subject
16
a man is laying on grass.
man,layingin,grass
('cat', 'laying in', 'grass')
2,410,770
2,379,026
subject
17
a man is laying on grass.
man,layingin,grass
('dog', 'laying in', 'grass')
2,410,770
2,354,435
subject
18
a man is laying on grass.
man,layingin,grass
('dog', 'laying in', 'grass')
2,410,770
2,411,072
subject
19
a man is laying on grass.
man,layingin,grass
('dog', 'laying in', 'grass')
2,410,770
2,369,441
subject
20
a man is laying on grass.
man,layingin,grass
('dog', 'laying in', 'grass')
2,410,770
2,408,498
subject
21
a man is laying on grass.
man,layingin,grass
('cow', 'laying in', 'grass')
2,410,770
2,341,902
subject
22
a man is laying on grass.
man,layingin,grass
('cow', 'laying in', 'grass')
2,410,770
2,399,253
subject
23
a woman is sitting in grass.
woman,sit,grass
('man', 'sit', 'grass')
2,383,229
2,374,415
subject
24
a woman is sitting in grass.
woman,sit,grass
('man', 'sit', 'grass')
2,383,229
2,393,129
subject
25
a woman is sitting in grass.
woman,sit,grass
('man', 'sit', 'grass')
2,383,229
2,398,451
subject
26
a woman is sitting in grass.
woman,sit,grass
('man', 'sit', 'grass')
2,416,084
2,374,415
subject
27
a woman is sitting in grass.
woman,sit,grass
('man', 'sit', 'grass')
2,416,084
2,393,129
subject
28
a woman is sitting in grass.
woman,sit,grass
('man', 'sit', 'grass')
2,416,084
2,398,451
subject
29
a woman is walking in grass.
woman,walk,grass
('man', 'walk', 'grass')
2,362,530
2,407,317
subject
30
a woman is walking in grass.
woman,walk,grass
('horse', 'walk', 'grass')
2,362,530
2,386,160
subject
31
a woman is walking in grass.
woman,walk,grass
('man', 'walk', 'grass')
1,592,658
2,407,317
subject
32
a woman is walking in grass.
woman,walk,grass
('horse', 'walk', 'grass')
1,592,658
2,386,160
subject
33
a cat is standing on grass.
cat,stand,grass
('dog', 'stand', 'grass')
2,324,856
2,326,326
subject
34
a cat is standing on grass.
cat,stand,grass
('dog', 'stand', 'grass')
2,324,856
2,397,731
subject
35
a cat is laying in grass.
cat,layingin,grass
('man', 'laying in', 'grass')
2,379,026
2,410,770
subject
36
a cat is laying in grass.
cat,layingin,grass
('dog', 'laying in', 'grass')
2,379,026
2,354,435
subject
37
a cat is laying in grass.
cat,layingin,grass
('dog', 'laying in', 'grass')
2,379,026
2,411,072
subject
38
a cat is laying in grass.
cat,layingin,grass
('dog', 'laying in', 'grass')
2,379,026
2,369,441
subject
39
a cat is laying in grass.
cat,layingin,grass
('dog', 'laying in', 'grass')
2,379,026
2,408,498
subject
40
a cat is laying in grass.
cat,layingin,grass
('cow', 'laying in', 'grass')
2,379,026
2,341,902
subject
41
a cat is laying in grass.
cat,layingin,grass
('cow', 'laying in', 'grass')
2,379,026
2,399,253
subject
42
a cat is drinks the water.
cat,drink,water
('woman', 'drink', 'water')
2,344,463
2,319,593
subject
43
a cat is drinks the water.
cat,drink,water
('man', 'drink', 'water')
2,344,463
2,351,851
subject
44
a cat is drinks the water.
cat,drink,water
('dog', 'drink', 'water')
2,344,463
2,372,988
subject
45
a cat is drinks the water.
cat,drink,water
('dog', 'drink', 'water')
2,344,463
2,400,930
subject
46
a cat is drinks the water.
cat,drink,water
('dog', 'drink', 'water')
2,344,463
2,348,412
subject
47
a cat is drinks the water.
cat,drink,water
('horse', 'drink', 'water')
2,344,463
2,375,724
subject
48
a cat is drinks the water.
cat,drink,water
('horse', 'drink', 'water')
2,344,463
2,344,338
subject
49
a cat is drinks the water.
cat,drink,water
('horse', 'drink', 'water')
2,344,463
2,362,669
subject
50
a cat is drinks the water.
cat,drink,water
('elephant', 'drink', 'water')
2,344,463
2,403,089
subject
51
a cat is drinks the water.
cat,drink,water
('elephant', 'drink', 'water')
2,344,463
2,408,994
subject
52
a cat is drinks the water.
cat,drink,water
('elephant', 'drink', 'water')
2,344,463
2,351,299
subject
53
a cat is drinking the water.
cat,drink,water
('woman', 'drink', 'water')
2,402,707
2,319,593
subject
54
a cat is drinking the water.
cat,drink,water
('man', 'drink', 'water')
2,402,707
2,351,851
subject
55
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,402,707
2,372,988
subject
56
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,402,707
2,400,930
subject
57
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,402,707
2,348,412
subject
58
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,402,707
2,375,724
subject
59
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,402,707
2,344,338
subject
60
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,402,707
2,362,669
subject
61
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,402,707
2,403,089
subject
62
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,402,707
2,408,994
subject
63
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,402,707
2,351,299
subject
64
a cat is drinking the water.
cat,drink,water
('woman', 'drink', 'water')
2,415,551
2,319,593
subject
65
a cat is drinking the water.
cat,drink,water
('man', 'drink', 'water')
2,415,551
2,351,851
subject
66
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,415,551
2,372,988
subject
67
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,415,551
2,400,930
subject
68
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,415,551
2,348,412
subject
69
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,415,551
2,375,724
subject
70
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,415,551
2,344,338
subject
71
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,415,551
2,362,669
subject
72
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,415,551
2,403,089
subject
73
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,415,551
2,408,994
subject
74
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,415,551
2,351,299
subject
75
a cat is drinking the water.
cat,drink,water
('woman', 'drink', 'water')
2,374,475
2,319,593
subject
76
a cat is drinking the water.
cat,drink,water
('man', 'drink', 'water')
2,374,475
2,351,851
subject
77
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,374,475
2,372,988
subject
78
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,374,475
2,400,930
subject
79
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,374,475
2,348,412
subject
80
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,374,475
2,375,724
subject
81
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,374,475
2,344,338
subject
82
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,374,475
2,362,669
subject
83
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,374,475
2,403,089
subject
84
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,374,475
2,408,994
subject
85
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,374,475
2,351,299
subject
86
a cat is drinking the water.
cat,drink,water
('woman', 'drink', 'water')
2,349,994
2,319,593
subject
87
a cat is drinking the water.
cat,drink,water
('man', 'drink', 'water')
2,349,994
2,351,851
subject
88
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,349,994
2,372,988
subject
89
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,349,994
2,400,930
subject
90
a cat is drinking the water.
cat,drink,water
('dog', 'drink', 'water')
2,349,994
2,348,412
subject
91
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,349,994
2,375,724
subject
92
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,349,994
2,344,338
subject
93
a cat is drinking the water.
cat,drink,water
('horse', 'drink', 'water')
2,349,994
2,362,669
subject
94
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,349,994
2,403,089
subject
95
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,349,994
2,408,994
subject
96
a cat is drinking the water.
cat,drink,water
('elephant', 'drink', 'water')
2,349,994
2,351,299
subject
97
a woman is drinking the water.
woman,drink,water
('cat', 'drink', 'water')
2,319,593
2,344,463
subject
98
a woman is drinking the water.
woman,drink,water
('cat', 'drink', 'water')
2,319,593
2,402,707
subject
99
a woman is drinking the water.
woman,drink,water
('cat', 'drink', 'water')
2,319,593
2,415,551
subject
100
a woman is drinking the water.
woman,drink,water
('cat', 'drink', 'water')
2,319,593
2,374,475
subject
End of preview. Expand in Dataset Viewer.

Compositional Visual Genome (ComVG)
ComVG benchmark aims to test vision-language models ability in text-to-image retrieval.
We selected 542 high-quality images from Visual Genome and created 5400 datapoints in ComVG.
Each datapoint contains a postive and negative image. The negative image is a mutated variant with singular discrepancies in subject, object, or predicate.
For more details on creation process, please refer: https://arxiv.org/abs/2211.13854

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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:
5,400