Diffusion Adaptation on Cyberpunk
34.9CLIP ScoreFeRA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FeRABackbone=FLUX.1, Params=50M2025.11 | 34.9 | 129.32 | 9.11 | |
| FeRABackbone=SD 3.0, Params=50M2025.11 | 33.94 | 145.42 | 8.42 | |
| FeRABackbone=SD 3.0, Params=20M2025.11 | 33.92 | 141.22 | 8.54 | |
| FeRABackbone=FLUX.1, Params=20M2025.11 | 33.89 | 128.43 | 8.94 | |
| DoRABackbone=SD 3.0, Params=50M2025.11 | 33.85 | 148.74 | 7.68 | |
| AdaLoRABackbone=SD 3.0, Params=50M2025.11 | 33.85 | 151.95 | 7.49 | |
| Full-TuningBackbone=SD 3.0, Params=2085M2025.11 | 33.85 | 147.9 | 8.39 | |
| DoRABackbone=SD 3.0, Params=20M2025.11 | 33.83 | 147.55 | 8.02 | |
| AdaLoRABackbone=SD 3.0, Params=20M2025.11 | 33.83 | 150.27 | 7.9 | |
| SaRABackbone=SD 3.0, Params=20M2025.11 | 33.82 | 144.59 | 7.79 | |
| FeRABackbone=SD 3.0, Params=5M2025.11 | 33.81 | 154.51 | 8.33 | |
| Full-TuningBackbone=FLUX.1, Params=7.8B2025.11 | 33.81 | 137.55 | 8.55 | |
| LoRABackbone=SD 3.0, Params=50M2025.11 | 33.8 | 153.13 | 7.99 | |
| SaRABackbone=FLUX.1, Params=50M2025.11 | 33.8 | 131.28 | 8.19 | |
| SaRABackbone=FLUX.1, Params=20M2025.11 | 33.79 | 131.42 | 8.21 | |
| LoRABackbone=SD 3.0, Params=20M2025.11 | 33.78 | 152.41 | 7.81 | |
| DoRABackbone=FLUX.1, Params=50M2025.11 | 33.78 | 135.61 | 8.97 | |
| AdaLoRABackbone=FLUX.1, Params=50M2025.11 | 33.78 | 135.93 | 8.64 | |
| DoRABackbone=FLUX.1, Params=20M2025.11 | 33.77 | 134.34 | 8.36 | |
| AdaLoRABackbone=FLUX.1, Params=20M2025.11 | 33.77 | 135.16 | 8.08 | |
| FeRABackbone=FLUX.1, Params=5M2025.11 | 33.76 | 138.05 | 8.5 | |
| LoRABackbone=FLUX.1, Params=50M2025.11 | 33.75 | 136.85 | 8.39 | |
| LoRABackbone=FLUX.1, Params=20M2025.11 | 33.74 | 136.43 | 8.45 | |
| DoRABackbone=SD 3.0, Params=5M2025.11 | 33.72 | 158.02 | 8.29 | |
| AdaLoRABackbone=SD 3.0, Params=5M2025.11 | 33.72 | 161.51 | 8.31 | |
| SaRABackbone=SD 3.0, Params=5M2025.11 | 33.71 | 155.22 | 8.28 | |
| LoRABackbone=SD 3.0, Params=5M2025.11 | 33.67 | 163.46 | 8.3 | |
| SaRABackbone=FLUX.1, Params=5M2025.11 | 33.66 | 141.59 | 7.93 | |
| AdaLoRABackbone=FLUX.1, Params=5M2025.11 | 33.65 | 143.51 | 8.15 | |
| DoRABackbone=FLUX.1, Params=5M2025.11 | 33.64 | 144.78 | 8.28 | |
| LoRABackbone=FLUX.1, Params=5M2025.11 | 33.61 | 146.32 | 8.34 | |
| FeRABackbone=SD 2.0, Params=50M2025.11 | 33.52 | 156.31 | 8.75 | |
| FeRABackbone=SD 2.0, Params=20M2025.11 | 33.5 | 154.19 | 8.78 | |
| Full-TuningBackbone=SD 2.0, Params=866M2025.11 | 33.45 | 158.6 | 8.72 | |
| SaRABackbone=SD 2.0, Params=50M2025.11 | 33.42 | 160.03 | 7.92 | |
| SaRABackbone=SD 3.0, Params=50M2025.11 | 33.42 | 160.03 | 7.92 | |
| SaRABackbone=SD 2.0, Params=20M2025.11 | 33.4 | 158.48 | 8.34 | |
| DoRABackbone=SD 2.0, Params=50M2025.11 | 33.4 | 165.24 | 7.83 | |
| AdaLoRABackbone=SD 2.0, Params=50M2025.11 | 33.4 | 165.91 | 8.18 | |
| FeRABackbone=SD 2.0, Params=5M2025.11 | 33.38 | 166.54 | 8.39 | |
| DoRABackbone=SD 2.0, Params=20M2025.11 | 33.38 | 164.31 | 8.52 | |
| AdaLoRABackbone=SD 2.0, Params=20M2025.11 | 33.38 | 164.18 | 8.76 | |
| LoRABackbone=SD 2.0, Params=50M2025.11 | 33.37 | 166.83 | 8.73 | |
| LoRABackbone=SD 2.0, Params=20M2025.11 | 33.35 | 165.17 | 8.45 | |
| SaRABackbone=SD 2.0, Params=5M2025.11 | 33.28 | 170.81 | 8.36 | |
| DoRABackbone=SD 2.0, Params=5M2025.11 | 33.26 | 176.48 | 8.34 | |
| AdaLoRABackbone=SD 2.0, Params=5M2025.11 | 33.26 | 177.3 | 8.37 | |
| LoRABackbone=SD 2.0, Params=5M2025.11 | 33.23 | 178.17 | 8.33 |