DeepFashion
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DeepFashion in-shop
95Top-1 Accuracy
26
DeepFashion (test)
8.9R@1
20
DeepFashion (test)
1SSIM
19
DeepFashion (val)
89.2R@5
17
DeepFashion Full (test)
0.77SSIM
15
DeepFashion In-shop Clothes Retrieval (test)
0.79SSIM
14
DeepFashion 256 × 176 resolution (test)
6.804FID
13
MultiDeepFashion 2 (test)
30T-1 Accuracy
13
DeepFashion2 (test)
95.34PCK@0.1
11
DeepFashion (test)
16.6MAP (Texture)
11
DeepFashion
12.18FID
11
DeepFashion (test)
15.62Texture
10
DeepFashion In-Domain
5.089FID
10
DeepFashion (test)
1SSIM
10
DeepFashion
17.62MAP (Texture)
9
DeepFashion 512 × 352 resolution (test)
7.149FID
9
DeepFashion (test)
10.93FID
9
DeepFashion 256 x 176 (test)
6.367FID
9
DeepFashion
12.81FID
9
DeepFashion (val)
13.08FID
9
DeepFashion (test)
73.55User Preference Score
9
DeepFashion
21Training Time (h)
8
DeepFashion In-Domain
19.35PSNR
8
DeepFashion In-Domain (test)
16.45PSNR
8
DeepFashion
54Params (M)
8