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Papers Benchmarks Datasets Tasks

Multi-modal Retrieval-Augmented Generation research benchmarks · SOTA2 Research

Multi-modal Retrieval-Augmented Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GT (Human-Annotated Image as Input)

69.99Accuracy

9

May 14, 2026

MC-SEARCH Text-Only Chain 1.0 (test)

InternVL3.5-8B + SEARCH-ALIGN

38.45F1

8

Mar 4, 2026

MC-SEARCH Parallel Image-Text Fork 1.0 (test)

34.83F1 Score

8

Mar 4, 2026

MC-SEARCH Text-Initiated Chain 1.0 (test)

45.3F1

8

Mar 4, 2026

MC-SEARCH Multi-Images Fork 1.0 (test)

40.37F1

8

Mar 4, 2026

MC-SEARCH Image-Initiated Chain 1.0 (test)

47.61F1

8

Mar 4, 2026

Popular datasets

MC-SEARCH MRAG-Bench

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