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Papers Benchmarks Datasets Tasks

Multimodal Image Understanding research benchmarks · SOTA2 Research

Multimodal Image Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BAGEL-Uni-Edit (Ours)

54.2Score

26

May 21, 2026

LLaVA-1.5-7B Evaluation Suite (GQA, MMBench, MMBench-CN, MME, POPE, ScienceQA, TextVQA, VizWiz, MM-Vet)

61.9GQA Score

25

Jul 7, 2026

LLaVA Evaluation Suite 1.5 (test val)

63.5GQA

19

Jul 7, 2026

96.1Score

13

Jun 17, 2026

83.1Score

12

Jun 17, 2026

89.6Score

11

Jun 17, 2026

71.56Score

7

Apr 7, 2026

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MMMU MMBench DocVQA InfoVQA OCRBench

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