SOTA Text Rendering benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
CVTG-2K	Ovis-Image	NED96.95	37	1mo ago
LongText-Bench Chinese	Ovis-Image	Score0.964	13	1mo ago
LongText-Bench English		Score0.956	13	1mo ago
Diptych 1.0 (test)	Baseline DPO SDXL 1.0 (Background variation)	Edit Distance0.1288	12	1mo ago
LongText-Bench		English Component Score95.6	11	1mo ago
OneIG-Bench	CoCo	Score (English)89.5	11	1mo ago
CVTG-2K (test)		Word Accuracy91.16	11	1mo ago
Multilingual Benchmark English (test)	EasyText	Character Precision99.68	7	1mo ago
OneIG Chinese	AnyText2	NED0.7642	6	1mo ago
OneIG English	GlyphPrinter	NED97.04	6	1mo ago
GlyphAcc Complex	X-Omni	NED0.2972	6	1mo ago
GlyphAcc-Multilingual Thai	Glyph-Byt5-v2	NED0.004	6	1mo ago
GlyphAcc-Multilingual Vietnamese	X-Omni	NED0.5538	6	1mo ago
GlyphAcc-Multilingual French	X-Omni	NED0.6939	6	1mo ago
GlyphAcc-Multilingual Korean	X-Omni	NED0.067	6	1mo ago
GlyphAcc-Multilingual Japanese	X-Omni	NED0.5148	6	1mo ago
GlyphAcc-Multilingual Chinese	X-Omni	NED0.7318	6	1mo ago
GlyphAcc-Multilingual English	X-Omni	NED0.7963	6	1mo ago
Standard-text datasets (test)	TextDiffuser2	Sentence Accuracy46.4	6	1mo ago
Multilingual Benchmark Chinese (test)	EasyText	Character Precision (Chars Pre)93.44	5	1mo ago
Flow-GRPO (test)	Flow-GRPO (OCR-Only)	OCR Accuracy92	5	1mo ago
GlyphDraw 2		Complex Style (EN)99	4	1mo ago
TMDBEval500 (test)	TextGuider	Sentence Accuracy47.9	4	1mo ago
ChineseDrawText (test)	TextCrafter	Sentence Accuracy34.1	4	1mo ago
DrawTextCreative (test)	TextGuider	Sentence Accuracy37.2	4	1mo ago

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