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Benchmarks
Contextualized Personal Instance Retrieval on DeepFashion2 1.0 (test)
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38.4
MRR
Meta-Personalized Vision-Language Model
1.48
11.065
20.65
30.235
Jun 16, 2023
MRR
R@5
Updated 1mo ago
Evaluation Results
Method
Method
Links
MRR
R@5
Meta-Personalized Vision-Language Model
Backbone=ViT-B/16
2023.06
38.4
51.4
Meta-Personalized Vision-Language Model
Backbone=ViT-B/32
2023.06
34.4
45.2
PALAVRA
Backbone=ViT-B/32
2023.06
28.4
39.2
CLIP (language)
2023.06
21.2
25.3
CLIP (V+L)
2023.06
20.8
25.4
CLIP (visual)
2023.06
14.2
17.3
COLLIE
Backbone=ViT-B/32
2023.06
7.9
0.7
Adapter
Backbone=ViT-B/32
2023.06
5.9
0.7
Random
2023.06
2.9
1.8
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