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Artwork explanation on Artpedia
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43.3
BLEU-1
A-MAR
23.956
28.978
34
39.022
Apr 21, 2026
BLEU-1
BLEU-2
BLEU-3
BLEU-4
METEOR
SPICE
ROUGE-L
CLIP Similarity
Updated 1mo ago
Evaluation Results
Method
Method
Links
BLEU-1
BLEU-2
BLEU-3
BLEU-4
METEOR
SPICE
ROUGE-L
CLIP Similarity
A-MAR
Backbone=Mistral-large-3
2026.04
43.3
22.2
15.2
12.4
16.3
12.3
29.4
86.4
A-MAR
Backbone=Claude-4.5-Haiku
2026.04
43.2
22.4
15.8
12.4
16.1
12.2
29.3
86.5
ArtRAG
Backbone=Claude-4.5-Haiku
2026.04
39.4
19.5
12.9
10.7
14
10.2
27.3
84.9
ArtRAG
Backbone=Mistral-large-3
2026.04
39.2
19.2
13.1
11.2
14.1
10.4
27.5
84.6
KALE
Metadata usage=w/ meta...
2026.04
32.6
17.7
10.9
7.48
9.33
7.68
23.7
-
KALE
Metadata usage=w/o met...
2026.04
29.9
15
7.95
4.77
8.02
5.49
22.4
-
Wu 2022
2026.04
24.7
-
-
3.06
6.58
-
22.4
-
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