Aesthetic Image Generation on Z-Image
8.786Aesthetic ScoreNTRK†
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NTRK†# Particles=5, # Steps=100, NFE=5002026.06 | 8.786 | 0.2208 | 0.2978 | 1.4165 | 97.38 | |
| NTRK†# Particles=2, # Steps=50, NFE=1002026.06 | 8.0537 | 0.2204 | 0.2975 | 1.3034 | 97.06 | |
| NTRK†# Particles=20, # Steps=25, NFE=5002026.06 | 7.8527 | 0.2218 | 0.3009 | 1.3701 | 96.86 | |
| NTRK†# Particles=4, # Steps=25, NFE=1002026.06 | 7.5989 | 0.221 | 0.2996 | 1.3185 | 96.84 | |
| NTRK†# Particles=1, # Steps=25, NFE=252026.06 | 7.35 | 0.2212 | 0.3003 | 1.2781 | 96.66 | |
| NTRK‡# Particles=10, # Steps=25 + 25, NFE=5002026.06 | 7.3139 | 0.2205 | 0.2975 | 1.3296 | 96.69 | |
| DAS# Particles=20, # Steps=25, NFE=5002026.06 | 6.2449 | 0.2214 | 0.297 | 1.3174 | 96.73 | |
| SVDD# Particles=20, # Steps=25, NFE=5002026.06 | 6.2394 | 0.2209 | 0.2945 | 1.2996 | 96.98 | |
| BoN# Particles=20, # Steps=25, NFE=5002026.06 | 6.1749 | 0.2209 | 0.2962 | 1.3474 | 97.09 | |
| RBF# Particles=20, # Steps=25, NFE=5002026.06 | 6.16 | 0.221 | 0.2941 | 1.3486 | 96.92 | |
| DPS†# Particles=20, # Steps=25, NFE=5002026.06 | 6.1587 | 0.2208 | 0.2966 | 1.3784 | 96.57 | |
| Ψ-Sampler# Particles=10, # Steps=25 + 25, NFE=5002026.06 | 6.1078 | 0.2206 | 0.2942 | 1.2843 | 96.89 | |
| FreeDoM†# Particles=13, # Steps=25, NFE=5332026.06 | 6.0753 | 0.2203 | 0.2942 | 1.3119 | 96.78 | |
| SVDD# Particles=4, # Steps=25, NFE=1002026.06 | 6.0228 | 0.2208 | 0.2979 | 1.3307 | 96.65 | |
| RBF# Particles=4, # Steps=25, NFE=1002026.06 | 6.0037 | 0.2208 | 0.2961 | 1.3203 | 97.15 | |
| DAS# Particles=4, # Steps=25, NFE=1002026.06 | 5.9745 | 0.2202 | 0.2942 | 1.3035 | 96.78 | |
| FreeDoM†# Particles=3, # Steps=25, NFE=1232026.06 | 5.9502 | 0.2209 | 0.2944 | 1.3189 | 97.18 | |
| BoN# Particles=4, # Steps=25, NFE=1002026.06 | 5.9375 | 0.2208 | 0.2968 | 1.3292 | 97.07 | |
| DPS†# Particles=4, # Steps=25, NFE=1002026.06 | 5.9327 | 0.2207 | 0.2963 | 1.3186 | 97.36 | |
| Base# Particles=1, # Steps=25, NFE=252026.06 | 5.7627 | 0.2206 | 0.2949 | 1.2856 | 97.08 |