Text-to-Image Generation on Text-to-Image Generation Dataset
30.4FIDAdaMaG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaMaGBackbone=SD3, Guidance Scale Regime=Optimal scale2026.05 | 30.4 | 32.9 | 0.51 | |
| AdaMaGBackbone=SD3.5, Guidance Scale Regime=Optimal scale2026.05 | 32.1 | 30.3 | 0.48 | |
| CFGBackbone=SD3, Guidance Scale Regime=Optimal scale2026.05 | 32.4 | 33.2 | 0.53 | |
| Rect-CFG++Backbone=SD3, Guidance Scale Regime=Optimal scale2026.05 | 32.4 | 30.2 | 0.55 | |
| TAGBackbone=SD3, Guidance Scale Regime=Optimal scale2026.05 | 32.4 | 32.8 | 0.53 | |
| APGBackbone=Flux, Guidance Scale Regime=Optimal scale2026.05 | 34.3 | 35.4 | 0.35 | |
| AdaMaGBackbone=Flux, Guidance Scale Regime=Optimal scale2026.05 | 34.8 | 36.6 | 0.34 | |
| TAGBackbone=SD3.5, Guidance Scale Regime=Optimal scale2026.05 | 35.2 | 29.7 | 0.53 | |
| Rect-CFG++Backbone=Flux, Guidance Scale Regime=High-guidance scale, omega=32026.05 | 35.4 | 34.1 | 0.37 | |
| AdaMaGBackbone=SD3, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 35.6 | 29.4 | 0.59 | |
| Rect-CFG++Backbone=Flux, Guidance Scale Regime=Optimal scale2026.05 | 35.7 | 34.9 | 0.37 | |
| CFGBackbone=SD3.5, Guidance Scale Regime=Optimal scale2026.05 | 35.8 | 28.8 | 0.53 | |
| APGBackbone=Flux, Guidance Scale Regime=High-guidance scale, omega=32026.05 | 36 | 34.2 | 0.38 | |
| CFGBackbone=Flux, Guidance Scale Regime=Optimal scale2026.05 | 36.1 | 35.2 | 0.38 | |
| TAGBackbone=Flux, Guidance Scale Regime=Optimal scale2026.05 | 36.1 | 34.8 | 0.38 | |
| AdaMaGBackbone=Flux, Guidance Scale Regime=High-guidance scale, omega=32026.05 | 36.9 | 34.4 | 0.35 | |
| TAGBackbone=Flux, Guidance Scale Regime=High-guidance scale, omega=32026.05 | 37.4 | 31.3 | 0.41 | |
| CFGBackbone=Flux, Guidance Scale Regime=High-guidance scale, omega=32026.05 | 37.8 | 31.4 | 0.42 | |
| APGBackbone=SD3, Guidance Scale Regime=Optimal scale2026.05 | 39 | 25.7 | 0.59 | |
| Rect-CFG++Backbone=SD3.5, Guidance Scale Regime=Optimal scale2026.05 | 39.6 | 26 | 0.55 | |
| APGBackbone=SD3, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 39.7 | 26.1 | 0.62 | |
| TAGBackbone=SD3, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 42.2 | 25.9 | 0.64 | |
| CFGBackbone=SD3, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 42.6 | 24.9 | 0.63 | |
| Rect-CFG++Backbone=SD3, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 43.5 | 25.1 | 0.7 | |
| AdaMaGBackbone=SD3.5, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 54.6 | 21.5 | 0.66 | |
| APGBackbone=SD3.5, Guidance Scale Regime=Optimal scale2026.05 | 54.9 | 20.3 | 0.58 | |
| APGBackbone=SD3.5, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 54.9 | 20.2 | 0.71 | |
| TAGBackbone=SD3.5, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 61.7 | 18.6 | 0.71 | |
| CFGBackbone=SD3.5, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 62.7 | 18.3 | 0.7 | |
| Rect-CFG++Backbone=SD3.5, Guidance Scale Regime=High-guidance scale, omega=152026.05 | 63.4 | 18.1 | 0.69 |