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SOTA Artistic Style Erasure benchmarks and papers with code | Wizwand
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Artistic Style Erasure
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
SD Other Class artistic styles 1.4 (test)
DP
Preservation Drop
-1.4
36
1mo ago
SD Target Class artistic styles 1.4 (test)
Original
Erased Accuracy
86
36
1mo ago
MSCOCO Concept-prune 480
Flux.1-dev
Top-1 Accuracy
0
15
3mo ago
Artistic Style Kelly McKernan v1.4 base (test)
SLD
Accuracy (t)
50
11
2mo ago
Artistic Style Van Gogh v1.4 base (test)
NLCE
Accuracy Error Rate (Targeted)
55
11
2mo ago
Artistic Style Dataset COCO-30k prompts (test)
SD v1.4
CS (Van Gogh)
74.01
11
3mo ago
Kelly McKernan To Preserve
UCE
CLIP-t
29.83
10
2mo ago
Kelly McKernan To Erase
Diversified-ACE
CLIP-t Score
33.29
10
2mo ago
200-artist dataset
FMN
ACCe
29.63
9
3mo ago
Monet style erasure & MSCOCO-30k
FMN
CS (Erasure)
25.23
8
5d ago
Picasso style erasure & MSCOCO-30k
CA
Contrastive Similarity (Erasure)
26.33
8
5d ago
Van Gogh style erasure & MSCOCO-30k
CA
Erasure CS
25.01
8
5d ago
Image Synthesis Style Studies Database
ESD
CLIP_e
19.66
8
3mo ago
Artistic Style Templates Target: Monet
GrOCE
Van Gogh FID
0
5
1mo ago
Artistic Style Templates Target: Picasso
GrOCE
Van Gogh FID
0
5
1mo ago
Artistic Style Templates Target: Van Gogh
ConAbl
Van Gogh CS
28.09
5
1mo ago
Artistic Style Dataset COCO-30k prompts (test)
SPM
CS (Van Gogh)
73.55
5
3mo ago
Artistic Style Erasure
TINA
ESD
70
4
2mo ago
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