Text-to-Image Generation on MS-COCO Stable Diffusion v1.5 (test)
10.83FIDS4S†
Evaluation Results
| Method | Links | |
|---|---|---|
| S4S†NFE=7, Resolution=512x512, Number of prompts=30,0002025.10 | 10.83 | |
| S4S†NFE=6, Resolution=512x512, Number of prompts=30,0002025.10 | 11.17 | |
| GSNFE=7, Resolution=512x512, Number of prompts=30,0002025.10 | 11.32 | |
| GASNFE=7, Resolution=512x512, Number of prompts=30,0002025.10 | 11.36 | |
| TeacherNFE=7, Resolution=512x512, Number of prompts=30,0002025.10 | 11.48 | |
| GSNFE=6, Resolution=512x512, Number of prompts=30,0002025.10 | 11.71 | |
| GASNFE=6, Resolution=512x512, Number of prompts=30,0002025.10 | 11.73 | |
| iPNDM [GITS]NFE=7, Resolution=512x512, Number of prompts=30,0002025.10 | 11.8 | |
| TeacherNFE=6, Resolution=512x512, Number of prompts=30,0002025.10 | 11.8 | |
| Best LD3NFE=7, Resolution=512x512, Number of prompts=30,0002025.10 | 11.83 | |
| GASNFE=5, Resolution=512x512, Number of prompts=30,0002025.10 | 11.91 | |
| GSNFE=5, Resolution=512x512, Number of prompts=30,0002025.10 | 11.97 | |
| TeacherNFE=5, Resolution=512x512, Number of prompts=30,0002025.10 | 12.08 | |
| iPNDM [GITS]NFE=6, Resolution=512x512, Number of prompts=30,0002025.10 | 12.1 | |
| Best LD3NFE=6, Resolution=512x512, Number of prompts=30,0002025.10 | 12.4 | |
| Best LD3NFE=5, Resolution=512x512, Number of prompts=30,0002025.10 | 13.07 | |
| S4S†NFE=5, Resolution=512x512, Number of prompts=30,0002025.10 | 13.26 | |
| iPNDM (2M)NFE=7, Resolution=512x512, Number of prompts=30,0002025.10 | 13.76 | |
| iPNDM (2M)NFE=6, Resolution=512x512, Number of prompts=30,0002025.10 | 13.86 | |
| TeacherNFE=4, Resolution=512x512, Number of prompts=30,0002025.10 | 14.1 | |
| iPNDM [GITS]NFE=5, Resolution=512x512, Number of prompts=30,0002025.10 | 14.11 | |
| iPNDM (2M)NFE=5, Resolution=512x512, Number of prompts=30,0002025.10 | 14.41 | |
| GASNFE=4, Resolution=512x512, Number of prompts=30,0002025.10 | 14.71 | |
| GSNFE=4, Resolution=512x512, Number of prompts=30,0002025.10 | 14.94 | |
| S4S†NFE=4, Resolution=512x512, Number of prompts=30,0002025.10 | 16.05 | |
| Best LD3NFE=4, Resolution=512x512, Number of prompts=30,0002025.10 | 17.32 | |
| iPNDM (2M)NFE=4, Resolution=512x512, Number of prompts=30,0002025.10 | 17.76 | |
| iPNDM [GITS]NFE=4, Resolution=512x512, Number of prompts=30,0002025.10 | 18.05 |