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Papers Benchmarks Datasets Tasks

Multi-turn image editing research benchmarks · SOTA2 Research

Multi-turn image editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.7Success Rate (Turn 1)

29

Jun 11, 2026

EdiVal 1.0 (test)

75.93EdiVal-IF (T1)

18

Jun 5, 2026

HDD-Bench (test)

29.21PSNR

9

Feb 26, 2026

CoSTA All Tasks 1.0 (test)

0.94Avg Human Score

7

May 7, 2026

Custom Multi-turn Benchmark

6.2Consistency

3

Jun 11, 2026

ImgEdit multi-turn editing

4.29Content Memory

3

Feb 26, 2026

Popular datasets

ImgEdit HDD-Bench MSE-Bench EdiVal COSTA

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