| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-image synthesis | 40 animal prompts Stable Diffusion v1.5 (test) | Aesthetic Score9.18 | 9 | |
| Incompressibility optimization | Animal prompts 2D image generation | Incompressibility Score284.92 | 5 | |
| Compressibility optimization | Animal prompts 2D image generation | Compressibility14.63 | 5 | |
| HPSv3 reward optimization | Animal prompts 2D image generation | HPSv3 Score10.94 | 5 | |
| Aesthetic reward optimization | Animal prompts 2D image generation | Aesthetic Score7.18 | 5 | |
| Incompressibility Reward Optimization | 6 Animal Prompts | Efficiency gain factor54.63 | 4 | |
| Compressibility Reward Optimization | 6 animal prompts | Efficiency Gain Factor54.17 | 4 | |
| HPSv3 Reward Optimization | 6 animal prompts | Efficiency Gain Factor100 | 4 | |
| Aesthetic Reward Optimization | 6 animal prompts | Efficiency Gain Factor61.7 | 4 |