Visual Text Rendering

Benchmarks

Dataset Name	SOTA Method	Metric
OCR	VGPO	OCR Accuracy0.95	15	23d ago
OCR prompts (test)	AWM	OCR Accuracy97	9	2mo ago
GenTextEval-Bench English Rendering	Qwen-Image	Quality Score99.2	9	3mo ago
CVTG-2K English Rendering	Qwen-Image	Avg Score89.9	9	3mo ago
LongText-Bench English Rendering	Qwen-Image	Average Score94.9	9	3mo ago
OneIG-Bench English Rendering	Qwen-Image	Avg. Score99	9	3mo ago
FlowGRPO OCR	FlowGRPO	OCR Success Rate92	9	3mo ago
Visual Text Rendering	DGPO	OCR Accuracy96	8	2mo ago
Visual Text Rendering DrawBench (test)	Flow-GRPO	OCR Accuracy94	6	21d ago
GlyphCorrector Complex	Qwen-Image	Text Alignment92.0825	6	2mo ago
GlyphCorrector Multilingual	Qwen-Image	Text Alignment Score88.1968	6	2mo ago
DrawBench Held-out Prompts (test)	AWM†	OCR Accuracy97	5	22d ago
DrawBench Task-specific Prompts (test)	DenseGRPO	OCR Accuracy95	4	3mo ago
GenTextEval-Bench Chinese Rendering	Qwen-Image	Quality Score97.3	3	3mo ago
LongText-Bench Chinese Rendering	Qwen-Image	Average Score97.4	3	3mo ago
OneIG-Bench Chinese Rendering	Qwen-Image	Avg. Score0.988	3	3mo ago
Visual Text Rendering Stable Diffusion v3.5-M (evaluation)	Flow-GRPO	OCR Accuracy92	3	3mo ago

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