Attribute-Specific Fashion Retrieval on DeepFashion
17.62MAP (Texture)SuperFashion
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SuperFashionDomain=Ours2026.06 | 17.62 | 9.9 | 16.37 | 8.07 | 5.69 | 11.81 | |
| RPF+GeoDCLDomain=SOTA-KD2026.06 | 16.69 | 8.95 | 15.47 | 8.02 | 5.19 | 10.8 | |
| ASEN+GeoDCLDomain=SOTA-KD2026.06 | 16.09 | 7.84 | 12.8 | 6.27 | 5.25 | 9.41 | |
| RPFDomain=Prior SOTA2026.06 | 15.62 | 8.3 | 15.02 | 7.38 | 4.77 | 10.22 | |
| ASEN++Domain=Prior SOTA2026.06 | 15.6 | 7.67 | 14.31 | 6.6 | 4.07 | 9.64 | |
| ASEN_V2+GeoDCLDomain=SOTA-KD2026.06 | 15.29 | 7.11 | 11.77 | 5.52 | 3.76 | 8.68 | |
| ASENDomain=Prior SOTA2026.06 | 15.01 | 7.32 | 13.32 | 6.27 | 3.85 | 9.14 | |
| CSNDomain=Prior SOTA2026.06 | 14.09 | 6.39 | 11.07 | 5.13 | 3.49 | 8.01 | |
| AttnFashionDomain=Prior SOTA2026.06 | 12.9 | 6.34 | 11.38 | 5.24 | 4.2 | 8.01 |