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Papers Benchmarks Datasets Tasks

Multimodal Perception and Reasoning research benchmarks · SOTA2 Research

Multimodal Perception and Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

74.4MME Score

31

Jul 7, 2026

FCMBench 1.0 (test)

Qfin-VL-Instruct

94.22DTR

24

Feb 26, 2026

MME-RealWorld Lite

59.87Overall Score

21

Jun 24, 2026

MME-RealWorld Lite

57.4Overall Score

9

Jul 2, 2026

60.7Accuracy

9

Apr 21, 2026

MME-Realworld ID

60.5Overall Score

5

Apr 21, 2026

Popular datasets

MME-RealWorld MMStar MME FCMBench

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