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Papers Benchmarks Datasets Tasks

Visual Information Extraction research benchmarks · SOTA2 Research

Visual Information Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LayoutLMv3-Chinese

99.21Mean Accuracy

16

Feb 26, 2026

Qwen2-VL-7B + RIDGE

94.45Accuracy

10

Feb 26, 2026

SROIE LayoutLLM (test)

97.74ANLS

7

Feb 26, 2026

CORD LayoutLLM (test)

85.53ANLS (%)

7

Feb 26, 2026

XFUND-ZH official (test)

69.84F1 Score

6

Feb 26, 2026

Qwen2-VL-7B + RIDGE + DocVQA

97.72ANLS

4

Feb 26, 2026

Qwen2-VL-7B + RIDGE + DocVQA + FUNSD

84.25F1 Score

4

Feb 26, 2026

Popular datasets

SROIE CORD XFUND EPHOIE POIE

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