Diffusion Adaptation on Hornify
33.95CLIP ScoreFeRA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FeRABackbone=FLUX.1, Params=50M2025.11 | 33.95 | 125.36 | 9.16 | |
| FeRABackbone=FLUX.1, Params=5M2025.11 | 33.81 | 135.75 | 8.75 | |
| FeRABackbone=SD 3.0, Params=50M2025.11 | 33.48 | 161.12 | 8.76 | |
| SaRABackbone=SD 3.0, Params=20M2025.11 | 33.27 | 159.13 | 8.61 | |
| SaRABackbone=SD 3.0, Params=5M2025.11 | 33.15 | 171.27 | 8.56 | |
| FeRABackbone=FLUX.1, Params=20M2025.11 | 32.94 | 126.11 | 9.06 | |
| Full-TuningBackbone=FLUX.1, Params=7.8B2025.11 | 32.86 | 135.25 | 8.8 | |
| DoRABackbone=FLUX.1, Params=20M2025.11 | 32.85 | 128.05 | 8.23 | |
| DoRABackbone=FLUX.1, Params=50M2025.11 | 32.84 | 131 | 8.28 | |
| AdaLoRABackbone=FLUX.1, Params=50M2025.11 | 32.84 | 131.48 | 8.92 | |
| SaRABackbone=FLUX.1, Params=50M2025.11 | 32.84 | 128.65 | 9 | |
| AdaLoRABackbone=FLUX.1, Params=20M2025.11 | 32.83 | 132.63 | 8.2 | |
| SaRABackbone=FLUX.1, Params=20M2025.11 | 32.83 | 129.13 | 8.3 | |
| LoRABackbone=FLUX.1, Params=50M2025.11 | 32.79 | 132.93 | 8.43 | |
| LoRABackbone=FLUX.1, Params=20M2025.11 | 32.78 | 133.4 | 8.89 | |
| SaRABackbone=FLUX.1, Params=5M2025.11 | 32.7 | 139.23 | 7.87 | |
| DoRABackbone=FLUX.1, Params=5M2025.11 | 32.67 | 141.83 | 8.14 | |
| AdaLoRABackbone=FLUX.1, Params=5M2025.11 | 32.66 | 140.3 | 7.95 | |
| LoRABackbone=FLUX.1, Params=5M2025.11 | 32.65 | 143.51 | 8.66 | |
| FeRABackbone=SD 2.0, Params=50M2025.11 | 32.59 | 153.36 | 9.06 | |
| FeRABackbone=SD 2.0, Params=20M2025.11 | 32.58 | 154.14 | 8.89 | |
| Full-TuningBackbone=SD 2.0, Params=866M2025.11 | 32.52 | 155.1 | 9.02 | |
| DoRABackbone=SD 2.0, Params=50M2025.11 | 32.47 | 160.21 | 8.16 | |
| AdaLoRABackbone=SD 2.0, Params=50M2025.11 | 32.47 | 161 | 8.14 | |
| FeRABackbone=SD 2.0, Params=5M2025.11 | 32.46 | 166.02 | 8.63 | |
| DoRABackbone=SD 2.0, Params=20M2025.11 | 32.46 | 160.95 | 8.15 | |
| AdaLoRABackbone=SD 2.0, Params=20M2025.11 | 32.46 | 161.88 | 8.56 | |
| FeRABackbone=SD 3.0, Params=20M2025.11 | 32.46 | 151.94 | 8.83 | |
| LoRABackbone=SD 2.0, Params=50M2025.11 | 32.45 | 162.15 | 8.19 | |
| LoRABackbone=SD 2.0, Params=20M2025.11 | 32.44 | 162.91 | 8.53 | |
| SaRABackbone=SD 2.0, Params=50M2025.11 | 32.4 | 157.24 | 8.55 | |
| SaRABackbone=SD 3.0, Params=50M2025.11 | 32.4 | 157.24 | 8.55 | |
| Full-TuningBackbone=SD 3.0, Params=2085M2025.11 | 32.4 | 162.8 | 8.72 | |
| SaRABackbone=SD 2.0, Params=20M2025.11 | 32.39 | 158.24 | 7.99 | |
| DoRABackbone=SD 3.0, Params=50M2025.11 | 32.36 | 159.64 | 8.39 | |
| AdaLoRABackbone=SD 3.0, Params=50M2025.11 | 32.36 | 157.53 | 7.91 | |
| LoRABackbone=SD 3.0, Params=50M2025.11 | 32.35 | 157.87 | 7.87 | |
| AdaLoRABackbone=SD 2.0, Params=5M2025.11 | 32.34 | 174.12 | 8.59 | |
| FeRABackbone=SD 3.0, Params=5M2025.11 | 32.34 | 174.25 | 8.59 | |
| DoRABackbone=SD 3.0, Params=20M2025.11 | 32.34 | 160.22 | 8.3 | |
| AdaLoRABackbone=SD 3.0, Params=20M2025.11 | 32.34 | 158.42 | 8.57 | |
| DoRABackbone=SD 2.0, Params=5M2025.11 | 32.33 | 173.12 | 8.58 | |
| LoRABackbone=SD 3.0, Params=20M2025.11 | 32.33 | 158.35 | 8.27 | |
| LoRABackbone=SD 2.0, Params=5M2025.11 | 32.31 | 175.16 | 8.57 | |
| SaRABackbone=SD 2.0, Params=5M2025.11 | 32.26 | 170.28 | 8.6 | |
| DoRABackbone=SD 3.0, Params=5M2025.11 | 32.22 | 172.16 | 8.55 | |
| AdaLoRABackbone=SD 3.0, Params=5M2025.11 | 32.22 | 170.12 | 8.55 | |
| LoRABackbone=SD 3.0, Params=5M2025.11 | 32.21 | 170.31 | 8.53 |