Attribute Manipulation on Fashion-IQ (val)
23.1Dress R@10Context-I2W(100%)
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Context-I2W(100%)Supervision=ZERO-SHOT, Training Data Percentage=100%2023.09 | 23.1 | 45.3 | 29.7 | 48.6 | 30.6 | 52.9 | 27.8 | 48.9 | |
| SEARLE-XL-OTISupervision=ZERO-SHOT2023.09 | 21.6 | 44.5 | 30.4 | 47.5 | 30.9 | 51.8 | 27.6 | 47.9 | |
| Context-I2W(50%)Supervision=ZERO-SHOT, Training Data Percentage=50%2023.09 | 21.4 | 43.7 | 28.1 | 46.9 | 29.7 | 51.4 | 26.4 | 47.3 | |
| SEARLE-XLSupervision=ZERO-SHOT2023.09 | 20.3 | 43.2 | 27.4 | 45.7 | 29.3 | 50.2 | 25.7 | 46.3 | |
| Pic2WordSupervision=ZERO-SHOT2023.09 | 20 | 40.2 | 26.2 | 43.6 | 27.9 | 47.4 | 24.7 | 43.7 | |
| 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 |