Image Generation on sDCI Densely Captioned Images (test)
22FIDSVDQuant + TCEC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SVDQuant + TCECModel=SDXL, Precision=W8A82025.08 | 22 | 0.58 | 0.103 | 26.7 | |
| SVDQuantModel=SDXL, Precision=W8A82025.08 | 22.4 | 0.574 | 0.129 | 25.9 | |
| FP16Model=SDXL, Precision=FP162025.08 | 22.5 | 0.573 | — | — | |
| SVDQuant + TCECModel=SDXL, Precision=W4A42025.08 | 23.4 | 0.513 | 0.259 | 21.9 | |
| SVDQuant + TCECModel=PixArt-Σ, Precision=W8A82025.08 | 23.4 | 0.952 | 0.118 | 22.6 | |
| ViDiT-QModel=PixArt-Σ, Precision=W8A82025.08 | 23.5 | 0.974 | 0.163 | 20.4 | |
| SVDQuant + TCECModel=SDXL-Turbo, Precision=W8A82025.08 | 23.9 | 0.72 | 0.098 | 24.5 | |
| SVDQuantModel=PixArt-Σ, Precision=W8A82025.08 | 24.2 | 0.969 | 0.129 | 21.8 | |
| FP16Model=SDXL-Turbo, Precision=FP162025.08 | 24.7 | 0.705 | — | — | |
| SVDQuantModel=SDXL-Turbo, Precision=W8A82025.08 | 24.8 | 0.701 | 0.11 | 23.7 | |
| FP16Model=PixArt-Σ, Precision=FP162025.08 | 24.8 | 0.966 | — | — | |
| MixDQModel=SDXL-Turbo, Precision=W8A82025.08 | 25 | 0.69 | 0.157 | 21.6 | |
| SVDQuant + TCECModel=SDXL-Turbo, Precision=W4A42025.08 | 25.1 | 0.691 | 0.232 | 19.3 | |
| SVDQuant + TCECModel=PixArt-Σ, Precision=W4A42025.08 | 25.3 | 0.934 | 0.304 | 16.9 | |
| TensorRTModel=SDXL, Precision=W8A82025.08 | 25.4 | 0.453 | 0.265 | 21.7 | |
| MixDQModel=SDXL-Turbo, Precision=W4A82025.08 | 25.9 | 0.61 | 0.415 | 15.7 | |
| SVDQuantModel=PixArt-Σ, Precision=W4A42025.08 | 25.9 | 0.918 | 0.352 | 16.5 | |
| SVDQuantModel=SDXL-Turbo, Precision=W4A42025.08 | 26 | 0.671 | 0.272 | 18 | |
| SVDQuantModel=SDXL, Precision=W4A42025.08 | 26.3 | 0.477 | 0.307 | 20.7 | |
| MixDQModel=SDXL-Turbo, Precision=W4A42025.08 | 373 | -2.28 | 0.686 | 11.3 | |
| ViDiT-QModel=PixArt-Σ, Precision=W4A42025.08 | 425 | -2.28 | 0.838 | 6.7 |