Attribute-Specific Fashion Retrieval on FashionAI
70.48MAP (Skirt Length)SuperFashion
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SuperFashionDomain=Ours2026.06 | 70.48 | 69.57 | 61.9 | 74.06 | 79.82 | 78.12 | 70.39 | 80.19 | 72.46 | |
| RPF+GeoDCLDomain=SOTA-KD2026.06 | 69.96 | 68.7 | 61.05 | 73.96 | 78.34 | 77.19 | 70.72 | 80.01 | 71.15 | |
| ASEN_V2+PKDDomain=SOTA-KD2026.06 | 69.28 | 62.13 | 59.72 | 73.08 | 80.11 | 74.08 | 68.98 | 70.04 | 68.48 | |
| ASEN_V2+PT+PKDDomain=SOTA-KD2026.06 | 68.94 | 62.13 | 60.88 | 73.56 | 78.2 | 77.77 | 69.94 | 69.32 | 69.14 | |
| ASEN_V2+GeoDCLDomain=SOTA-KD2026.06 | 68.71 | 59.18 | 55.54 | 70.72 | 77.14 | 73.03 | 68.49 | 69.25 | 66.48 | |
| RPFDomain=Prior SOTA2026.06 | 66.75 | 67.84 | 59.59 | 73.14 | 75.72 | 73.18 | 74.4 | 74.98 | 70.1 | |
| ASEN++Domain=Prior SOTA2026.06 | 66.34 | 57.53 | 55.51 | 68.77 | 72.94 | 66.95 | 66.81 | 67.01 | 64.31 | |
| ISLNDomain=Prior SOTA2026.06 | 65.91 | 58.83 | 56.45 | 71.22 | 74.53 | 70.55 | 65.71 | 65.61 | 66.1 | |
| AttnFashionDomain=Prior SOTA2026.06 | 65.7 | 56.46 | 54.64 | 71.12 | 74.45 | 69.36 | 65.69 | 65.54 | 65.37 | |
| ASEN+GeoDCLDomain=SOTA-KD2026.06 | 65.2 | 53.95 | 50.42 | 67.1 | 76.32 | 70.47 | 64.6 | 67.55 | 62.81 | |
| ASENDomain=Prior SOTA2026.06 | 64.44 | 54.63 | 51.27 | 63.53 | 70.79 | 65.36 | 59.5 | 58.67 | 61.02 | |
| HAENDomain=Prior SOTA2026.06 | 64.13 | 55.52 | 56.41 | 72.31 | 73.32 | 69.22 | 62.41 | 59.8 | 64.13 | |
| CSNDomain=Prior SOTA2026.06 | 61.97 | 45.06 | 47.3 | 62.85 | 69.83 | 54.14 | 46.56 | 54.47 | 53.52 |