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Papers Benchmarks Datasets Tasks

Multimodal Knowledge Editing research benchmarks · SOTA2 Research

Multimodal Knowledge Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100Reliability

21

May 29, 2026

MMQAKE Rephrased Image

51.27M-Acc

18

Feb 27, 2026

MMQAKE Original Image

53.75M-Acc

18

Feb 27, 2026

MMEdit 10-step sequential editing on VQA

91.5Reliability

12

Feb 26, 2026

Popular datasets

MMQAKE MMEdit FGVEdit

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