Image Generation on MJHQ 30K (test)
15.7FIDViDiT-Q
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ViDiT-QModel=PixArt-Σ, Precision=W8A8, Sampler=DPM++2025.08 | 15.7 | 0.944 | 0.137 | 22.5 | |
| SVDQuant + TCECModel=SDXL, Precision=W8A8, Sampler=DDIM, Steps=502025.08 | 16 | 0.728 | 0.092 | 27.3 | |
| SVDQuant + TCECModel=PixArt-Σ, Precision=W8A8, Sampler=DPM++2025.08 | 16.2 | 0.964 | 0.098 | 24.5 | |
| SVDQuantModel=PixArt-Σ, Precision=W8A8, Sampler=DPM++2025.08 | 16.3 | 0.955 | 0.109 | 23.7 | |
| FP16Model=SDXL, Precision=FP16, Sampler=DDIM, Steps=502025.08 | 16.6 | 0.729 | — | — | |
| SVDQuantModel=SDXL, Precision=W8A8, Sampler=DDIM, Steps=502025.08 | 16.6 | 0.718 | 0.119 | 26.4 | |
| FP16Model=PixArt-Σ, Precision=FP16, Sampler=DPM++2025.08 | 16.6 | 0.944 | — | — | |
| SVDQuant + TCECModel=SDXL, Precision=W4A4, Sampler=DDIM, Steps=502025.08 | 18.1 | 0.652 | 0.249 | 21.9 | |
| SVDQuant + TCECModel=PixArt-Σ, Precision=W4A4, Sampler=DPM++2025.08 | 18.1 | 0.903 | 0.285 | 18.3 | |
| SVDQuantModel=PixArt-Σ, Precision=W4A4, Sampler=DPM++2025.08 | 19.2 | 0.878 | 0.323 | 17.6 | |
| TensorRTModel=SDXL, Precision=W8A8, Sampler=DDIM, Steps=502025.08 | 20.2 | 0.591 | 0.247 | 22 | |
| SVDQuantModel=SDXL, Precision=W4A4, Sampler=DDIM, Steps=502025.08 | 20.6 | 0.601 | 0.288 | 21 | |
| SVDQuant + TCECModel=SDXL-Turbo, Precision=W4A4, Steps=42025.08 | 23.9 | 0.833 | 0.23 | 19 | |
| MixDQModel=SDXL-Turbo, Precision=W8A8, Steps=42025.08 | 24.1 | 0.834 | 0.147 | 21.7 | |
| FP16Model=SDXL-Turbo, Precision=FP16, Steps=42025.08 | 24.3 | 0.845 | — | — | |
| SVDQuantModel=SDXL-Turbo, Precision=W8A8, Steps=42025.08 | 24.3 | 0.845 | 0.1 | 24 | |
| SVDQuant + TCECModel=SDXL-Turbo, Precision=W8A8, Steps=42025.08 | 24.5 | 0.849 | 0.083 | 24.9 | |
| SVDQuantModel=SDXL-Turbo, Precision=W4A4, Steps=42025.08 | 24.6 | 0.816 | 0.262 | 18.1 | |
| MixDQModel=SDXL-Turbo, Precision=W4A8, Steps=42025.08 | 27.7 | 0.708 | 0.402 | 15.7 | |
| MixDQModel=SDXL-Turbo, Precision=W4A4, Steps=42025.08 | 353 | -2.26 | 0.685 | 11 | |
| ViDiT-QModel=PixArt-Σ, Precision=W4A4, Sampler=DPM++2025.08 | 412 | -2.27 | 0.854 | 6.44 |