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Papers Benchmarks Datasets Tasks

Real-world Understanding research benchmarks · SOTA2 Research

Real-world Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GPT-4o-20240513

80.6Win Rate

25

Apr 8, 2026

MME-RealWorld EN

InternVL2.5-38B

64Score

20

Feb 27, 2026

Phi-3.5-Vision-4B

55.5Distance Error

19

Feb 27, 2026

85.6Accuracy

18

Mar 12, 2026

71.6Score

11

Mar 12, 2026

86.9Score

10

Mar 12, 2026

Defender Iter. 3

70.07Score

9

Mar 5, 2026

73.8Accuracy

8

Mar 12, 2026

77.9Accuracy

8

Mar 12, 2026

42.5Accuracy

7

Mar 12, 2026

Real-world Understanding (RealWorldQA, MME-RW, R-Bench)

68.2RealWorld QA Score

5

Feb 26, 2026

Popular datasets

HRBench RealworldQA MME V*Bench MME-RealWorld

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