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Papers Benchmarks Datasets Tasks

Multi-image Reasoning research benchmarks · SOTA2 Research

Multi-image Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

77.2Accuracy

112

Jun 30, 2026

63.57Accuracy

86

Jun 23, 2026

72.81Accuracy

39

Feb 26, 2026

Qwen3-VL + S2H-DPO

81.71Accuracy

38

Apr 21, 2026

InternVL2.5-38B

78.3Overall Score

28

Feb 27, 2026

Muirbench (test)

68Accuracy

24

Feb 26, 2026

LLaVA-NeXT-Interleave-7B

52.6Accuracy

21

Feb 26, 2026

79.3Accuracy

21

Feb 26, 2026

38.94Accuracy

21

Feb 26, 2026

8.96Single Scene Char Score

20

Feb 26, 2026

50.6Narration Score

12

May 28, 2026

44.7T-1 Score

9

Jul 1, 2026

Popular datasets

MuirBench Mantis MileBench BLINK Mantis-Eval

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