Text Rendering

Benchmarks

Dataset Name	SOTA Method	Metric
CVTG-2K	SenseNova-U1	NED97.2	75	21d ago
LongText-Bench		English Component Score98.9	31	8d ago
LongText-Bench Chinese	GenClaw	Score0.988	27	5d ago
LongText-Bench English	Seedream 4.5	Score0.989	27	5d ago
CVTG-2K (test)		NED43.53	23	1mo ago
Diptych 1.0 (test)	Baseline DPO SDXL 1.0 (Background variation)	Edit Distance0.1288	12	3mo ago
OneIG-Bench	CoCo	Score (English)89.5	11	2mo ago
Visual text scenarios (evaluation set)	Z-Image (Our GRPO)	NED88.93	10	14d ago
MARIO-Eval 500-sample (external)	AnyText	NED0.0896	7	14d ago
Paragraph text generation	Emu3	NED17.82	7	19d ago
Multilingual Benchmark English (test)	EasyText	Character Precision99.68	7	2mo ago
OCR Text Rendering	SD3.5-L	OCR Score68	6	1mo ago
OneIG Chinese	AnyText2	NED0.7642	6	2mo ago
OneIG English	GlyphPrinter	NED97.04	6	2mo ago
GlyphAcc Complex	X-Omni	NED0.2972	6	2mo ago
GlyphAcc-Multilingual Thai	Glyph-Byt5-v2	NED0.004	6	2mo ago
GlyphAcc-Multilingual Vietnamese	X-Omni	NED0.5538	6	2mo ago
GlyphAcc-Multilingual French	X-Omni	NED0.6939	6	2mo ago
GlyphAcc-Multilingual Korean	X-Omni	NED0.067	6	2mo ago
GlyphAcc-Multilingual Japanese	X-Omni	NED0.5148	6	2mo ago
GlyphAcc-Multilingual Chinese	X-Omni	NED0.7318	6	2mo ago
GlyphAcc-Multilingual English	X-Omni	NED0.7963	6	2mo ago
Standard-text datasets (test)	TextDiffuser2	Sentence Accuracy46.4	6	3mo ago
Multilingual Benchmark Chinese (test)	EasyText	Character Precision (Chars Pre)93.44	5	2mo ago
Flow-GRPO (test)	Flow-GRPO (OCR-Only)	OCR Accuracy92	5	3mo ago

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