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Papers Benchmarks Datasets Tasks

PIE-Bench dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

PIE-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

General Image Editing

PIE-Bench excluding Add/Remove

0.371CLIP-dir

5

Object Surface Alteration (Material/Color)

PIE-Bench

0.06Structure Distance

5

Content Replacement (Object/Background)

PIE-Bench

5.352NIMA

5

PIE-Bench random class

71.8Quality Score

5

Image Reconstruction

PIE-Bench base model v1.4 (test)

2.95Structure Distance

5

Scene graph-based Image Editing

PIE-Bench

24.8PSNR

4

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Popular tasks

Image Editing Text-Guided Image Editing Image Reconstruction Text-to-Image Generation Image Inpainting

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