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Papers Benchmarks Datasets Tasks

Exemplar-based Image Editing research benchmarks · SOTA2 Research

Exemplar-based Image Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Relation-Adapter unseen (val)

0.945CLIP-I

10

May 11, 2026

Paint by Example

3.18FID

5

Feb 26, 2026

Exemplar-based Image Editing User Study (test)

Blended Diffusion-Text

3.93Quality

5

Feb 26, 2026

Relation seen tasks

0.898CLIP-I

4

May 11, 2026

Human Preference Evaluation

RelationAdapter

19.27Preference Score (Baseline)

4

May 11, 2026

Popular datasets

Exemplar-based Image Editing User Study COCOEE Human Preference Evaluation Relation Relation-Adapter

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