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ResearchFormerly WizWand

Image Generation on MJHQ 30K (test)

15.7FIDViDiT-Q
-0.152106.849213.85320.851Aug 16, 2025
Updated 7mo ago

Evaluation results

MethodLinks
ViDiT-QModel=PixArt-Σ, Precision=W8A8, Sampler=DPM++2025.0815.70.9440.13722.5
SVDQuant + TCECModel=SDXL, Precision=W8A8, Sampler=DDIM, Steps=502025.08160.7280.09227.3
SVDQuant + TCECModel=PixArt-Σ, Precision=W8A8, Sampler=DPM++2025.0816.20.9640.09824.5
SVDQuantModel=PixArt-Σ, Precision=W8A8, Sampler=DPM++2025.0816.30.9550.10923.7
FP16Model=SDXL, Precision=FP16, Sampler=DDIM, Steps=502025.0816.60.729——
SVDQuantModel=SDXL, Precision=W8A8, Sampler=DDIM, Steps=502025.0816.60.7180.11926.4
FP16Model=PixArt-Σ, Precision=FP16, Sampler=DPM++2025.0816.60.944——
SVDQuant + TCECModel=SDXL, Precision=W4A4, Sampler=DDIM, Steps=502025.0818.10.6520.24921.9
SVDQuant + TCECModel=PixArt-Σ, Precision=W4A4, Sampler=DPM++2025.0818.10.9030.28518.3
SVDQuantModel=PixArt-Σ, Precision=W4A4, Sampler=DPM++2025.0819.20.8780.32317.6
TensorRTModel=SDXL, Precision=W8A8, Sampler=DDIM, Steps=502025.0820.20.5910.24722
SVDQuantModel=SDXL, Precision=W4A4, Sampler=DDIM, Steps=502025.0820.60.6010.28821
SVDQuant + TCECModel=SDXL-Turbo, Precision=W4A4, Steps=42025.0823.90.8330.2319
MixDQModel=SDXL-Turbo, Precision=W8A8, Steps=42025.0824.10.8340.14721.7
FP16Model=SDXL-Turbo, Precision=FP16, Steps=42025.0824.30.845——
SVDQuantModel=SDXL-Turbo, Precision=W8A8, Steps=42025.0824.30.8450.124
SVDQuant + TCECModel=SDXL-Turbo, Precision=W8A8, Steps=42025.0824.50.8490.08324.9
SVDQuantModel=SDXL-Turbo, Precision=W4A4, Steps=42025.0824.60.8160.26218.1
MixDQModel=SDXL-Turbo, Precision=W4A8, Steps=42025.0827.70.7080.40215.7
MixDQModel=SDXL-Turbo, Precision=W4A4, Steps=42025.08353-2.260.68511
ViDiT-QModel=PixArt-Σ, Precision=W4A4, Sampler=DPM++2025.08412-2.270.8546.44