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Papers Benchmarks Datasets Tasks

Visual Text Rendering research benchmarks · SOTA2 Research

Visual Text Rendering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.95OCR Accuracy

15

May 11, 2026

OCR prompts (test)

97OCR Accuracy

9

Mar 17, 2026

GenTextEval-Bench English Rendering

99.2Quality Score

9

Feb 26, 2026

CVTG-2K English Rendering

89.9Avg Score

9

Feb 26, 2026

LongText-Bench English Rendering

94.9Average Score

9

Feb 26, 2026

OneIG-Bench English Rendering

99Avg. Score

9

Feb 26, 2026

92OCR Success Rate

9

Feb 26, 2026

Visual Text Rendering

96OCR Accuracy

8

Mar 10, 2026

Visual Text Rendering DrawBench (test)

94OCR Accuracy

6

May 13, 2026

GlyphCorrector Complex

92.083Text Alignment

6

Mar 17, 2026

GlyphCorrector Multilingual

88.197Text Alignment Score

6

Mar 17, 2026

DrawBench Held-out Prompts (test)

97OCR Accuracy

5

May 12, 2026

DrawBench Task-specific Prompts (test)

95OCR Accuracy

4

Feb 26, 2026

GenTextEval-Bench Chinese Rendering

97.3Quality Score

3

Feb 26, 2026

LongText-Bench Chinese Rendering

97.4Average Score

3

Feb 26, 2026

OneIG-Bench Chinese Rendering

0.988Avg. Score

3

Feb 26, 2026

Visual Text Rendering Stable Diffusion v3.5-M (evaluation)

92OCR Accuracy

3

Feb 26, 2026

Popular datasets

Visual Text Rendering DrawBench OneIG-Bench LongText-Bench GenTextEval-Bench

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