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kenanjeff
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ComVG

Tasks:

Zero-Shot Classification

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1K<n<10K

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train · 5.4k rows

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

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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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Number of rows:

5,400