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Papers Benchmarks Datasets Tasks

Multi-modal Representation Learning research benchmarks · SOTA2 Research

Multi-modal Representation Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

59.1OOD Precision@1

18

Feb 26, 2026

MMEB In-Distribution 1.0

71.6MMEB IND Precision@1

18

Feb 26, 2026

MMEB Overall 1.0

61.6Classification P@1

18

Feb 26, 2026

DataComp medium Evaluation Suite

DFN ∪ HYPE ∪ Ours (10%)*

37.7Average Score

9

Feb 26, 2026

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