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Papers Benchmarks Datasets Tasks

Multimodal Video Understanding research benchmarks · SOTA2 Research

Multimodal Video Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

61.2Overall Score

25

Jun 24, 2026

SPOT-Bench 1.0 (offline)

55.6ABD

8

Apr 28, 2026

48.8Original Score

6

Mar 10, 2026

OmniParsingBench Text-Rich Video Module

Logics-Parsing-Omni

66.78Overall Score

3

Mar 11, 2026

Popular datasets

MMMU VideoMMMU OmniParsingBench SPOT-Bench

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