Generative Outfit Recommendation (GOR) on Polyvore-U (test)
24.93Inception Score (IS)FashionDPO
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FashionDPOFine-tuned on fashion dataset=true2026.05 | 24.93 | 87 | 64.79 | 0.36 | |
| DualFashionFine-tuned on fashion dataset=true2026.05 | 24.85 | 88 | 67.13 | 0.4 | |
| ControlNetFine-tuned on fashion dataset=true2026.05 | 19.21 | 77 | 55.4 | 0.41 | |
| DiFashionFine-tuned on fashion dataset=true2026.05 | 18.95 | 83 | 61.16 | 0.36 | |
| SD-v1.5Fine-tuned on fashion dataset=true2026.05 | 17.24 | 72 | 58.16 | 0.47 | |
| SD-v1.5*Fine-tuned on fashion dataset=false2026.05 | 16.95 | 73 | 50.99 | 0.52 | |
| SD-v2Fine-tuned on fashion dataset=true2026.05 | 16.33 | 70 | 58.91 | 0.44 | |
| SD-naiveFine-tuned on fashion dataset=true2026.05 | 15.48 | 67 | 59.12 | 0.4 | |
| SD-v2*Fine-tuned on fashion dataset=false2026.05 | 14.88 | 67 | 51.23 | 0.65 |