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Image Editing on InstructPix2Pix 1.0 (train)

0.308CLIPScoreOptimised DDS
0.215440.239470.26350.28753Feb 24, 2026

Evaluation results

MethodLinks
Optimised DDSZero-shot=true, Guidance scale=10, Image size=512x512, Denoising steps=3002026.020.3080.1
PDSZero-shot=true, Guidance scale=10, Image size=512x512, Denoising steps=300, Adaptation=RGB images2026.020.2980.096
DiffusionClipZero-shot=true, Guidance scale=10, Image size=512x512, Denoising steps=3002026.020.2510.572
DDSZero-shot=true, Guidance scale=10, Image size=512x512, Denoising steps=3002026.020.2250.104
PnPZero-shot=true, Guidance scale=10, Image size=512x512, Denoising steps=3002026.020.2210.31
InstructPix2PixZero-shot=true, Guidance scale=10, Image size=512x512, Denoising steps=3002026.020.2190.322