Text-to-Image Generation on MS-COCO 10K (val)
31.9586CLIPScoreMinorityPrompt
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MinorityPromptBase Model=SDv2.02024.10 | 31.9586 | 21.5958 | 0.4249 | 0.6047 | 0.61 | 0.6192 | 0.7602 | 0.9143 | |
| DDIMBase Model=SDv2.02024.10 | 31.849 | 21.6801 | 0.3821 | 0.593 | 0.6292 | 0.6592 | 0.776 | 1.11 | |
| CADSBase Model=SDv2.02024.10 | 31.7687 | 21.5225 | 0.2981 | 0.5811 | 0.6194 | 0.5865 | 0.7388 | 1.0851 | |
| DDIM + nullBase Model=SDv2.02024.10 | 31.7223 | 21.719 | 0.4024 | 0.5861 | 0.6308 | 0.5959 | 0.7378 | 1.0769 | |
| MinorityPromptBase Model=SDv1.52024.10 | 31.5376 | 21.3111 | 0.2352 | 0.5671 | 0.6228 | 0.5375 | 0.7328 | 0.8971 | |
| DDIM + nullBase Model=SDXL-LT2024.10 | 31.5259 | 22.6884 | 0.7368 | 0.5256 | 0.6144 | 0.5368 | 0.67 | 0.6077 | |
| DDIMBase Model=SDXL-LT2024.10 | 31.5238 | 22.6733 | 0.7331 | 0.5323 | 0.6116 | 0.5206 | 0.6686 | 0.6082 | |
| DDIMBase Model=SDv1.52024.10 | 31.4801 | 21.483 | 0.2106 | 0.5907 | 0.6328 | 0.6072 | 0.7492 | 1.0367 | |
| SGMSBase Model=SDv2.02024.10 | 31.475 | 21.4457 | 0.2981 | 0.5166 | 0.613 | 0.4713 | 0.6718 | 0.9898 | |
| CADSBase Model=SDv1.52024.10 | 31.4178 | 21.2836 | 0.1012 | 0.5696 | 0.6346 | 0.5562 | 0.7388 | 1.0127 | |
| MinorityPromptBase Model=SDXL-LT2024.10 | 31.3366 | 22.605 | 0.7098 | 0.4777 | 0.658 | 0.3856 | 0.577 | 0.5457 | |
| SGMSBase Model=SDXL-LT2024.10 | 31.2961 | 22.5784 | 0.6801 | 0.4823 | 0.6616 | 0.4018 | 0.5852 | 0.5462 | |
| SGMSBase Model=SDv1.52024.10 | 31.1665 | 21.2126 | 0.123 | 0.4943 | 0.596 | 0.4357 | 0.647 | 0.954 | |
| DDIM + nullBase Model=SDv1.52024.10 | 31.1007 | 21.5391 | 0.2422 | 0.566 | 0.6236 | 0.5362 | 0.7134 | 1.0339 | |
| CADSBase Model=SDXL-LT2024.10 | 31.0418 | 22.3554 | 0.5017 | 0.5211 | 0.6176 | 0.522 | 0.656 | 0.6019 |