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Unified Multimodal Parsing research benchmarks · SOTA2 Research

Unified Multimodal Parsing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OmniParsingBench Document

87.01Perception Score

7

Mar 11, 2026

OmniParsingBench Natural Image

69.72Overall Score

7

Mar 11, 2026

OmniParsingBench Text-Rich Video

Logics-Parsing-Omni

66.78Overall Score

3

Mar 11, 2026

OmniParsingBench Natural Video

44.56Overall Score

3

Mar 11, 2026

OmniParsingBench Audio

Logics-Parsing-Omni

53.75Overall Score

3

Mar 11, 2026

Popular datasets

OmniParsingBench

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