Text-to-Image Generation on PartiPrompts 1632 prompts x 4 images
0.769InBSimBaseline
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaselineBackbone=SD3.5 Turbo, Sampling Steps=4-Step2026.05 | 0.769 | 1.855 | 28.09 | 0.289 | |
| STRIDE No-PCABackbone=SD3.5 Turbo, Sampling Steps=4-Step2026.05 | 0.766 | 1.87 | 28 | 0.287 | |
| STRIDE No-PCABackbone=FLUX.1-schnell, Sampling Steps=1-Step2026.05 | 0.744 | 1.952 | 28.77 | 0.273 | |
| Input NoiseBackbone=SD3.5 Turbo, Sampling Steps=4-Step2026.05 | 0.74 | 1.959 | 28.02 | 0.288 | |
| BaselineBackbone=FLUX.1-schnell, Sampling Steps=1-Step2026.05 | 0.722 | 2.025 | 28.13 | 0.29 | |
| STRIDEBackbone=SD3.5 Turbo, Sampling Steps=4-Step2026.05 | 0.714 | 2.051 | 27.91 | 0.286 | |
| SPELLBackbone=SD3.5 Turbo, Sampling Steps=4-Step2026.05 | 0.69 | 2.157 | 26.69 | 0.269 | |
| DDCBackbone=SD3.5 Turbo, Sampling Steps=4-Step2026.05 | 0.675 | 2.187 | 27.7 | 0.273 | |
| STRIDEBackbone=FLUX.1-schnell, Sampling Steps=1-Step2026.05 | 0.653 | 2.275 | 28.56 | 0.281 | |
| Input NoiseBackbone=FLUX.1-schnell, Sampling Steps=1-Step2026.05 | 0.632 | 2.345 | 27.31 | 0.283 | |
| CADSBackbone=FLUX.1-schnell, Sampling Steps=1-Step2026.05 | 0.63 | 2.328 | 27.37 | 0.288 | |
| CADSBackbone=SD3.5 Turbo, Sampling Steps=4-Step2026.05 | 0.356 | 3.179 | 22.88 | 0.257 |