Text-to-image generation on Short-DrawBench 1k prompts Stable Diffusion v1.5 base (test)
0.43R1 ScoreMORL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MORLPreference weight w=0.8, Inference Time (sec/img)=5.462025.05 | 0.43 | -0.11 | |
| MORLPreference weight w=1.0, Inference Time (sec/img)=5.462025.05 | 0.41 | -0.17 | |
| DB-MPAPreference weight w=1.0, Inference Time (sec/img)=11.112025.05 | 0.41 | -0.17 | |
| DB-MPA-LSPreference weight w=1.0, Inference Time (sec/img)=5.642025.05 | 0.41 | -0.17 | |
| RSPreference weight w=1.0, Inference Time (sec/img)=5.462025.05 | 0.41 | -0.17 | |
| CoDePreference weight w=0.8, Inference Time (sec/img)=185.262025.05 | 0.41 | -0.1 | |
| CoDePreference weight w=1.0, Inference Time (sec/img)=185.262025.05 | 0.4 | -0.15 | |
| DB-MPA-LSPreference weight w=0.8, Inference Time (sec/img)=5.642025.05 | 0.37 | -0.04 | |
| DB-MPAPreference weight w=0.8, Inference Time (sec/img)=11.112025.05 | 0.36 | -0.01 | |
| MORLPreference weight w=0.5, Inference Time (sec/img)=5.462025.05 | 0.34 | 0.14 | |
| RGGPreference weight w=1.0, Inference Time (sec/img)=121.582025.05 | 0.34 | -0.18 | |
| DB-MPA-LSPreference weight w=0.5, Inference Time (sec/img)=5.642025.05 | 0.31 | 0.14 | |
| CoDePreference weight w=0.5, Inference Time (sec/img)=185.262025.05 | 0.3 | -0.04 | |
| DB-MPAPreference weight w=0.5, Inference Time (sec/img)=11.112025.05 | 0.27 | 0.21 | |
| MORLPreference weight w=0.2, Inference Time (sec/img)=5.462025.05 | 0.24 | 0.38 | |
| RSPreference weight w=0.8, Inference Time (sec/img)=5.462025.05 | 0.21 | -0.14 | |
| RGGPreference weight w=0.8, Inference Time (sec/img)=121.582025.05 | 0.21 | -0.04 | |
| CoDePreference weight w=0.2, Inference Time (sec/img)=185.262025.05 | 0.16 | 0 | |
| DB-MPA-LSPreference weight w=0.2, Inference Time (sec/img)=5.642025.05 | 0.07 | 0.36 | |
| DB-MPAPreference weight w=0.2, Inference Time (sec/img)=11.112025.05 | 0.05 | 0.38 | |
| CoDePreference weight w=0.0, Inference Time (sec/img)=185.262025.05 | -0.02 | 0.01 | |
| RGGPreference weight w=0.5, Inference Time (sec/img)=121.582025.05 | -0.08 | 0.14 | |
| RSPreference weight w=0.5, Inference Time (sec/img)=5.462025.05 | -0.12 | -0.04 | |
| RGGPreference weight w=0.0, Inference Time (sec/img)=121.582025.05 | -0.16 | 0.42 | |
| MORLPreference weight w=0.0, Inference Time (sec/img)=5.462025.05 | -0.19 | 0.47 | |
| DB-MPAPreference weight w=0.0, Inference Time (sec/img)=11.112025.05 | -0.19 | 0.47 | |
| DB-MPA-LSPreference weight w=0.0, Inference Time (sec/img)=5.642025.05 | -0.19 | 0.47 | |
| RSPreference weight w=0.0, Inference Time (sec/img)=5.462025.05 | -0.19 | 0.47 | |
| RSPreference weight w=0.2, Inference Time (sec/img)=5.462025.05 | -0.2 | 0.23 | |
| SDPreference weight w=0.0, Inference Time (sec/img)=5.462025.05 | -0.22 | -0.14 | |
| SDPreference weight w=0.2, Inference Time (sec/img)=5.462025.05 | -0.22 | -0.14 | |
| SDPreference weight w=0.5, Inference Time (sec/img)=5.462025.05 | -0.22 | -0.14 | |
| SDPreference weight w=0.8, Inference Time (sec/img)=5.462025.05 | -0.22 | -0.14 | |
| SDPreference weight w=1.0, Inference Time (sec/img)=5.462025.05 | -0.22 | -0.14 | |
| RGGPreference weight w=0.2, Inference Time (sec/img)=121.582025.05 | -0.25 | 0.32 |