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Style cluster· 18 houses

avant garde

The 18 houses most strongly associated with this aesthetic.

Bellwether houses
01
Rick Owens
1.65
02
Junya Watanabe
1.58
03
Sacai
1.14
04
Ann Demeulemeester
1.07
05
Peter Do
1.05
06
Marc Jacobs
0.91
07
Loewe
0.89
08
Vetements
0.86
09
Sportmax
0.81
10
Marni
0.81
11
Y Project
0.80
12
Roksanda
0.79
13
Acne Studios
0.77
14
Simone Rocha
0.72
15
Jil Sander
0.70
16
Dries Van Noten
0.63
17
Bottega Veneta
0.54
18
Nina Ricci
0.46
Editorial coverage · latest 10

Headlines link to the original publisher. Catwalker does not republish third-party article bodies.

Runway-to-retail matching · methodology

We score retail products against runway looks using FashionSigLIP embeddings, the same vector model that powers our look search.

For avant garde, Catwalker keeps protected runway imagery backstage and surfaces affiliate-safe product images, ranked from the same visual and cultural signal graph. We will not surface cards built on guesses.

  • Visual scoringReady
  • Style affinity modelReady
  • Editorial corpusReady
  • Affiliate product feedLive
  • Hot-linked merchant imagesLive