Text-to-Image Generation on GenEval (InBSim, DrSim, VD/p, CLIP, HPS)
0.634DrSimCADS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CADSBackbone=SD3.5 Turbo, Denoising Steps=4-Step, Resolution=1024x10242026.05 | 0.634 | 0.299 | 3.348 | 22.82 | 0.257 | |
| NoiseOpt*Backbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.446 | — | 2.753 | — | 0.293 | |
| Input NoiseBackbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.445 | 0.592 | 2.476 | 27.32 | 0.287 | |
| CADSBackbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.431 | 0.559 | 2.55 | 27.34 | 0.291 | |
| STRIDEBackbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.423 | 0.607 | 2.428 | 29.04 | 0.282 | |
| GI*Backbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.413 | — | 2.473 | — | 0.296 | |
| SPELLBackbone=SD3.5 Turbo, Denoising Steps=4-Step, Resolution=1024x10242026.05 | 0.369 | 0.651 | 2.284 | 27.88 | 0.272 | |
| DDCBackbone=SD3.5 Turbo, Denoising Steps=4-Step, Resolution=1024x10242026.05 | 0.368 | 0.627 | 2.343 | 28.52 | 0.274 | |
| BaselineBackbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.363 | 0.669 | 2.204 | 28.34 | 0.296 | |
| STRIDEBackbone=SD3.5 Turbo, Denoising Steps=4-Step, Resolution=1024x10242026.05 | 0.337 | 0.679 | 2.175 | 28.86 | 0.287 | |
| STRIDE No-PCABackbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.322 | 0.696 | 2.123 | 29.26 | 0.279 | |
| Input NoiseBackbone=SD3.5 Turbo, Denoising Steps=4-Step, Resolution=1024x10242026.05 | 0.314 | 0.701 | 2.087 | 28.92 | 0.291 | |
| i.i.d.*Backbone=FLUX.1-schnell, Denoising Steps=1-Step, Resolution=512x5122026.05 | 0.307 | — | 2.013 | — | 0.304 | |
| STRIDE No-PCABackbone=SD3.5 Turbo, Denoising Steps=4-Step, Resolution=1024x10242026.05 | 0.274 | 0.73 | 1.986 | 29.13 | 0.29 | |
| BaselineBackbone=SD3.5 Turbo, Denoising Steps=4-Step, Resolution=1024x10242026.05 | 0.264 | 0.741 | 1.948 | 29.2 | 0.29 |