Personalized Fill-in-the-blank (PFITB) on Polyvore-U (test)
25.3ISDualFashion
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DualFashionFine-tuned on fashion dataset=true2026.05 | 25.3 | 89 | 81 | 67.4 | 42 | |
| FashionDPOFine-tuned on fashion dataset=true2026.05 | 24.14 | 89 | 83 | 64.67 | 38 | |
| DiFashionFine-tuned on fashion dataset=true2026.05 | 19.67 | 84 | 80 | 61.44 | 37 | |
| ControlNetFine-tuned on fashion dataset=true2026.05 | 18.93 | 77 | 73 | 55.44 | 42 | |
| SD-v1.5Fine-tuned on fashion dataset=true2026.05 | 17.12 | 72 | 75 | 58.2 | 50 | |
| SD-v1.5*Fine-tuned on fashion dataset=false2026.05 | 17.1 | 73 | 70 | 51.05 | 55 | |
| SD-v2Fine-tuned on fashion dataset=true2026.05 | 15.59 | 67 | 71 | 58.79 | 46 | |
| SD-naiveFine-tuned on fashion dataset=true2026.05 | 15.45 | 66 | 73 | 59.24 | 41 | |
| SD-v2*Fine-tuned on fashion dataset=false2026.05 | 14.83 | 68 | 60 | 51.29 | 60 |