DeepFashion
Benchmarks
TaskDatasetSOTA resultTrendResults
DeepFashion reduced (test)
7.876FID
7
DeepFashion 256x256 (test)
10.57FID
7
DeepFashion In-Shop (Unseen)
75.29Top-1 Acc
7
DeepFashion In-Shop (Seen)
81.46Top-1 Accuracy
7
DeepFashion (test)
10.01R2G
7
DeepFashion 8750 images (test)
13.61FID
7
DeepFashion
22.39R2G
7
Deepfashion Consumer2Shop
43.9R@1
6
Deepfashion InShop (test)
95.2R@1
6
DeepFashion (test)
52.2mAP
6
DeepFashion (test)
8.2FID
6
Real Data DeepFashion and Captured Samples
613.26FVD
6
DeepFashion In-Shop
59Category NMI
6
DeepFashion (test)
47.3Zero-shot Acc (n->n)
6
DeepFashion (test)
0.791SSIM
6
DeepFashion
8.55FID
5
DeepFashion-MultiModal
0.74SSIM
5
DeepFashion (test)
66PCK
5
DeepFashion super-category level (full)
73.21Top-1 Acc
5
DeepFashion
14.4FID
5
DeepFashion
96.8Semantic Consistency
5
DeepFashion (test)
98.89Accuracy (Sleeveless)
4
DeepFashion Multimodal Garment (test)
22.41FID
4
DeepFashion (test)
3.81Texture Patch M
4
DeepFashion 36
4.46Expression Error
4