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Papers Benchmarks Datasets Tasks

Modality Gap Analysis research benchmarks · SOTA2 Research

Modality Gap Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

General Multi-modal

0.096Gap

11

Apr 2, 2026

OpenImage V7 (val)

31.1Gap

3

Feb 26, 2026

0.48RMG Score

3

Feb 26, 2026

44RMG

3

Feb 26, 2026

0.43RMG

3

Feb 26, 2026

Popular datasets

MSR-VTT OpenImage MSCOCO General Multi-modal

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