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InstructPix2Pix

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ImmunizationInstructPix2Pix (Unseen Prompts)
PSNR17.12
16
Image ImmunizationInstructPix2Pix Original Prompt
PSNR19.04
16
Immunization against image editingSD14 to InstructPix2Pix Cross-model transfer
PSNR18.33
10
Image ImmunizationInstructPix2Pix INS (test)
PSNR17.84
10
Image ImmunizationInstructPix2Pix
Feat. Sim. (C)0.81
7
Image ImmunizationInstructPix2Pix (test)
Feat. Sim. (CLIP)0.81
7
Image EditingInstructPix2Pix 1.0 (train)
CLIPScore0.308
6
Universal Image ImmunizationInstructPix2Pix
Feat. Sim. (C)0.81
6
Image Analogy GenerationInstructPix2Pix (test)
CLIP Directional Score0.2
6
Image EditingInstructPix2Pix (val)
Pick Score86.4
4
Image Editing (win rates against SDXL)InstructPix2Pix
Pick Score86.4
4
Text-based Image EditingInstructPix2Pix random subset of 200 pairs
LPIPS0.24
3
Tampering Detection and LocalizationInstructPix2Pix
O-ACC100
2
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