Personalized Fill-in-the-blank (PFITB) on iFashion (test)
33.8ISFashionDPO
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FashionDPOFine-tuned on fashion dataset=true2026.05 | 33.8 | 91 | 74 | 60.39 | 36 | |
| DualFashionFine-tuned on fashion dataset=true2026.05 | 31.08 | 88 | 69 | 65.17 | 38 | |
| DiFashionFine-tuned on fashion dataset=true2026.05 | 29.99 | 90 | 58 | 55.86 | 33 | |
| ControlNetFine-tuned on fashion dataset=true2026.05 | 27.76 | 81 | 16 | 49.9 | 41 | |
| SD-v1.5Fine-tuned on fashion dataset=true2026.05 | 26.76 | 83 | 46 | 53.16 | 50 | |
| SD-v2Fine-tuned on fashion dataset=true2026.05 | 25.85 | 80 | 39 | 52.99 | 47 | |
| SD-naiveFine-tuned on fashion dataset=true2026.05 | 25.45 | 80 | 36 | 52.95 | 39 | |
| SD-v1.5*Fine-tuned on fashion dataset=false2026.05 | 22.54 | 76 | 8 | 46.31 | 56 | |
| SD-v2*Fine-tuned on fashion dataset=false2026.05 | 21.66 | 71 | 4 | 46.6 | 62 |