Dataset

Source

Task

Painting-91
Pandora
Web Gallery of Art
WikiArt
Rijksmuseum Challenge
Art500k

[74]
[45]
www.wga.hu
www.wikiart.org
[92]
[87]

OmniArt

ArtDL
PRINTART
Paintings
Face Paintings
Iconart
VisualLink
Brueghel dataset
IconClass AI Test Set

SemArt
Artpedia
BibleVSA
AQUA
ArtEmis
WikiArt Emotions
MART
JenAesthetic

[118]

[94]
[15]
[31]
[29]
[54]
[108]
[111]
[99]

[48]
[116]
[8]
[49]
[3]
[95]
[128]
[6]

Number of
images
4k
8k
40k
85k
112k
550k

2M

42k
1k
8.6k
14 k
6k
38.5k
1.6k
87k

21k
3k
2.3k
21k
81K
4.1k
500
1.6k
UNDERSTANDINGANDCREATINGARTWITHAI-REVIEWAND OUTLOOK