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Papers Benchmarks Datasets Tasks

Text-based Image Editing research benchmarks · SOTA2 Research

Text-based Image Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

26.88CLIP-T

7

Feb 26, 2026

Complex-PIE-Bench

28.79CLIP-T

7

Feb 26, 2026

Collected dataset (test)

0.026Structure-dist

5

Feb 26, 2026

InstructPix2Pix random subset of 200 pairs

0.24LPIPS

3

Feb 26, 2026

General Text-based Image Editing Literature Comparison

—

—Primary metric

0

Feb 26, 2026

Popular datasets

PIE-Bench General Text-based Image Editing InstructPix2Pix Collected dataset Complex-PIE-Bench

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