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Papers Benchmarks Datasets Tasks

Multimodal Embedding Evaluation research benchmarks · SOTA2 Research

Multimodal Embedding Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

69.8Image CLS Hit@1

35

Apr 8, 2026

72.6Classification Score

18

Feb 26, 2026

MIEB Multilingual only (Image) v1 (test)

LCO-Embedding-Omni-3B

69.04General Score

3

May 12, 2026

MIEB Image v1 (test)

siglip-so400m-patch14-384

60.69Overall Score

3

May 12, 2026

MIEB Light Image v1 (test)

LCO-Embedding-Omni-3B

61.63Overall Score

3

May 12, 2026

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