Text-to-Image Generation on MSCOCO 2014
27.3FIDPixArt-α-1024
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PixArt-α-10242026.05 | 27.3 | 31.6 | 37.77 | |
| CoReDiTAverage pruning ratio (r)=40%, FLOPs Reduction (Self-Attn)=-48%, FLOPs Reduction (End-to-end)=-24%, Distillation=true2026.05 | 27.4 | 31.9 | 36.85 | |
| CoReDiTAverage pruning ratio (r)=45%, FLOPs Reduction (Self-Attn)=-55%, FLOPs Reduction (End-to-end)=-28%, Distillation=true2026.05 | 28.5 | 31.9 | 36.65 | |
| CoReDiTAverage pruning ratio (r)=40%, FLOPs Reduction (Self-Attn)=-48%, FLOPs Reduction (End-to-end)=-24%, Distillation=false2026.05 | 28.7 | 32.1 | 37.96 | |
| CoReDiTAverage pruning ratio (r)=45%, FLOPs Reduction (Self-Attn)=-55%, FLOPs Reduction (End-to-end)=-28%, Distillation=false2026.05 | 29.3 | 31.9 | 36.67 | |
| DeepCacheN=2, FLOPs Reduction (End-to-end)=-25%2026.05 | 31.6 | 33.1 | 37.44 | |
| EcoDiffFLOPs Reduction (End-to-end)=-9%2026.05 | 32.2 | 32 | — | |
| DiffPruningFLOPs Reduction (End-to-end)=-9%2026.05 | 34.6 | 32 | — | |
| ToMeSDratio=25%, FLOPs Reduction (End-to-end)=-7%2026.05 | 174.6 | 30.2 | 11.68 |