Text-to-Image Generation on MS-COCO 5k image-text pairs
20.044FIDSMC-CFG
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SMC-CFGBackbone=SD3.5, Guidance=w/ SMC-CFG2026.03 | 20.044 | 0.3694 | 5.579 | 0.9486 | 0.2211 | 0.2945 | 0.2875 | 7.5719 | |
| CFG-Zero*Backbone=SD3.5, Guidance=w/ CFG-Zero*2026.03 | 20.317 | 0.3691 | 5.6124 | 0.9312 | 0.2195 | 0.2942 | 0.2862 | 7.043 | |
| Rect-CFG++Backbone=SD3.5, Guidance=w/ Rect-CFG++2026.03 | 20.55 | 0.3655 | 5.5663 | 0.7097 | 0.2173 | 0.2887 | 0.2748 | 6.7854 | |
| CFGBackbone=SD3.5, Guidance=w/ CFG2026.03 | 21.421 | 0.3681 | 5.5875 | 0.8889 | 0.219 | 0.293 | 0.2842 | 7.2476 | |
| Qwen-ImageBackbone=Qwen-Image, Guidance=None2026.03 | 24.894 | 0.3626 | 5.4081 | 0.5742 | 0.2157 | 0.2815 | 0.2613 | 6.7152 | |
| SMC-CFGBackbone=Flux-dev, Guidance=w/ SMC-CFG2026.03 | 26.398 | 0.3743 | 5.7342 | 1.0558 | 0.2268 | 0.2986 | 0.3021 | 8.2307 | |
| CFG-Zero*Backbone=Flux-dev, Guidance=w/ CFG-Zero*2026.03 | 26.901 | 0.3742 | 5.7053 | 1.03 | 0.2262 | 0.2987 | 0.2992 | 8.1573 | |
| Rect-CFG++Backbone=Flux-dev, Guidance=w/ Rect-CFG++2026.03 | 27.219 | 0.3728 | 5.6909 | 1.0075 | 0.2252 | 0.2974 | 0.2963 | 7.9746 | |
| CFGBackbone=Flux-dev, Guidance=w/ CFG2026.03 | 27.323 | 0.3692 | 5.5397 | 0.8749 | 0.2228 | 0.2917 | 0.2828 | 7.8387 | |
| SMC-CFGBackbone=Qwen-Image, Guidance=w/ SMC-CFG2026.03 | 33.371 | 0.3856 | 5.6289 | 1.2035 | 0.2275 | 0.3026 | 0.3105 | 8.432 | |
| Rect-CFG++Backbone=Qwen-Image, Guidance=w/ Rect-CFG++2026.03 | 34.371 | 0.3834 | 5.6007 | 1.1727 | 0.2276 | 0.3017 | 0.3068 | 8.1026 | |
| CFG-Zero*Backbone=Qwen-Image, Guidance=w/ CFG-Zero*2026.03 | 35.391 | 0.3822 | 5.6598 | 1.1941 | 0.2279 | 0.3019 | 0.3092 | 8.3739 | |
| CFGBackbone=Qwen-Image, Guidance=w/ CFG2026.03 | 35.431 | 0.3815 | 5.5995 | 1.1063 | 0.226 | 0.2996 | 0.3038 | 8.1852 | |
| SD3.5Backbone=SD3.5, Guidance=None2026.03 | 41.725 | 0.3399 | 5.4256 | 0.3591 | 0.2124 | 0.271 | 0.2372 | 6.5554 | |
| Flux-devBackbone=Flux-dev, Guidance=None2026.03 | 52.598 | 0.3272 | 5.4568 | 0.2572 | 0.2137 | 0.265 | 0.228 | 5.9592 |