Attribute Manipulation on Fashion-IQ
31.6Dress Recall@10Combiner*
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Combiner*Supervision=Fashion-IQ, Venue=CVPR 20222023.09 | 31.6 | 56.7 | 36.4 | 58 | 38.2 | 62.4 | 35.4 | 59 | |
| CombinerSupervision=Fashion-IQ, Venue=CVPR 20222023.09 | 30.3 | 54.5 | 37.2 | 55.8 | 39.2 | 61.3 | 35.6 | 57.2 | |
| ARTEMISSupervision=Fashion-IQ, Venue=ICLR 20222023.09 | 27.2 | 52.4 | 21.8 | 43.6 | 29.2 | 54.8 | 26.1 | 50.3 | |
| MAAFSupervision=Fashion-IQ, Venue=arXiv 20202023.09 | 23.8 | 48.6 | 21.3 | 44.2 | 27.9 | 53.6 | 24.3 | 48.8 | |
| Context-I2WSupervision=ZERO-SHOT2023.09 | 23.1 | 45.3 | 29.7 | 48.6 | 30.6 | 52.9 | 27.8 | 48.9 | |
| SEARLE-XLSupervision=ZERO-SHOT, Venue=ICCV 20232023.09 | 20.3 | 43.2 | 27.4 | 45.7 | 29.3 | 50.2 | 25.7 | 46.3 | |
| Pic2WordSupervision=ZERO-SHOT, Venue=CVPR 20232023.09 | 20 | 40.2 | 26.2 | 43.6 | 27.9 | 47.4 | 24.7 | 43.7 | |
| CIRPLANTSupervision=Fashion-IQ, Venue=ICCV 20212023.09 | 17.5 | 40.4 | 17.5 | 38.8 | 21.6 | 45.4 | 18.9 | 41.5 | |
| CombinerSupervision=CIRR, Venue=CVPR 20222023.09 | 17.2 | 37.9 | 23.7 | 39.4 | 24.1 | 43.9 | 21.7 | 40.4 | |
| Image+TextSupervision=ZERO-SHOT2023.09 | 16.3 | 33.6 | 21 | 34.5 | 22.2 | 39 | 19.8 | 35.7 | |
| Text-onlySupervision=ZERO-SHOT2023.09 | 13.6 | 29.7 | 18.9 | 31.8 | 19.3 | 37 | 17.3 | 32.9 | |
| Image-onlySupervision=ZERO-SHOT2023.09 | 5.4 | 13.9 | 9.9 | 20.8 | 8.3 | 17.7 | 7.9 | 17.5 |