Text-to-image generation on COCO 2017
13.82FIDSCEdit
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SCEditParams=19.68M, Mem.=29.02G, Time=x0.782023.12 | 13.82 | — | — | — | — | |
| LoRArank=64, Params=23.94M, Mem.=60.57G, Time=x1.242023.12 | 13.96 | — | — | — | — | |
| SCEdit10Params=1.98M, Mem.=28.06G, Time=x0.772023.12 | 13.99 | — | — | — | — | |
| FullParams=859.52M, Mem.=53.46G, Time=x1.02023.12 | 14.15 | — | — | — | — | |
| LoRArank=6, Params=2.24M, Mem.=59.94G, Time=x1.202023.12 | 15.12 | — | — | — | — | |
| SD v1.52023.12 | 15.48 | — | — | — | — | |
| Base modelsteps=402025.12 | — | 2,143 | 100 | — | — | |
| ConsistencySolversteps=82025.12 | — | 2,057 | 96 | — | — | |
| ConsistencySolverEvaluator=Claude-Sonnet, Workflow Mode=High-quality2025.12 | — | — | — | 3.71 | 3.64 | |
| ConsistencySolverEvaluator=Claude-Sonnet, Workflow Mode=Preview2025.12 | — | — | — | 3.6 | 1.85 | |
| ConsistencySolverEvaluator=Human Evaluation, Workflow Mode=High-quality2025.12 | — | — | — | 3.3 | 3.52 | |
| ConsistencySolverEvaluator=Human Evaluation, Workflow Mode=Preview2025.12 | — | — | — | 3.42 | 2.03 | |
| DMD2GAN=with GAN2025.12 | — | 1,389 | 64.8 | — | — | |
| DMD2GAN=without GAN2025.12 | — | 1,267 | 59.1 | — | — |