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Papers Benchmarks Datasets Tasks

Multimodal Named Entity Recognition research benchmarks · SOTA2 Research

Multimodal Named Entity Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

91.89F1 Score

135

Mar 19, 2026

88.07F1 Score

24

May 21, 2026

79.33F1 Score

23

May 21, 2026

Twitter-15 (test)

79.21F1 Score

21

Feb 26, 2026

Snap Res. (test)

0.911F1 Score

18

Feb 26, 2026

Twitter 17 (test)

90.67F1 Score

14

Feb 26, 2026

Qwen2.5VL-7B + MRSI + CVO

85.1F1 Score

8

May 21, 2026

Fudan Univ. (test)

biLSTM-CRF + RpBERT-Large_GS

74.9F1 Score

7

Feb 26, 2026

Twitter-15 Low-resource & Full-supervision

78.2Precision

6

Jun 18, 2026

83.7F1 Score

2

May 21, 2026

37.4NER

2

Feb 26, 2026

Popular datasets

Twitter MNER-MI Twitter-GMNER Fudan Univ.Snap Res.

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