← Image Generation

Papers with Code · CC BY-SA 4.0

TextAtlasEval

아카이브 평가 7건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
Grok3	TextVsionBlend OCR (F1 Score) 44.22 TextVisionBlend OCR (Accuracy) 41.54 TextVisionBlend OCR (Cer) 0.57 TextVisionBlend FID - TextVisionBlend Clip Score 0.1697 StyledTextSynth FID 80.33 StyledTextSynth OCR (F1 Score) 21.40 StyledTextSynth OCR (Accuracy) 15.82 StyledTextSynth OCR (Cer) 0.73 StyledTextSynth Clip Score 0.2938 TextScenesHQ OCR (F1 Score) 37.94 TextScenesHQ OCR (Accuracy) 35.07 TextScenesHQ OCR (Cer) 0.57 TextScenesHQ FID - TextScenesHQ Clip Score 0.3197	연결 없음 논문 날짜 미기재	연결 없음
SD3.5 Large	TextVsionBlend OCR (F1 Score) 16.25 TextVisionBlend OCR (Accuracy) 14.55 TextVisionBlend OCR (Cer) 0.88 TextVisionBlend FID 118.85 TextVisionBlend Clip Score 0.1846 StyledTextSynth FID 71.09 StyledTextSynth OCR (F1 Score) 33.86 StyledTextSynth OCR (Accuracy) 27.21 StyledTextSynth OCR (Cer) 0.73 StyledTextSynth Clip Score 0.2849 TextScenesHQ OCR (F1 Score) 24.45 TextScenesHQ OCR (Accuracy) 19.03 TextScenesHQ OCR (Cer) 0.73 TextScenesHQ FID 64.44 TextScenesHQ Clip Score 0.2363	연결 없음 논문 날짜 미기재	연결 없음
Dalle3	TextVsionBlend OCR (F1 Score) 7.94 TextVisionBlend OCR (Accuracy) 8.38 TextVisionBlend OCR (Cer) 0.93 TextVisionBlend FID 153.21 TextVisionBlend Clip Score 0.1938 StyledTextSynth FID 90.70 StyledTextSynth OCR (F1 Score) 38.25 StyledTextSynth OCR (Accuracy) 30.58 StyledTextSynth OCR (Cer) 0.78 StyledTextSynth Clip Score 0.2938 TextScenesHQ OCR (F1 Score) 51.63 TextScenesHQ OCR (Accuracy) 69.26 TextScenesHQ OCR (Cer) - TextScenesHQ FID 86.73 TextScenesHQ Clip Score 0.3367	연결 없음 논문 날짜 미기재	연결 없음
Infinity-2B	TextVsionBlend OCR (F1 Score) 3.44 TextVisionBlend OCR (Accuracy) 2.98 TextVisionBlend OCR (Cer) 0.83 TextVisionBlend FID 95.69 TextVisionBlend Clip Score 0.1979 StyledTextSynth FID 84.95 StyledTextSynth OCR (F1 Score) 1.42 StyledTextSynth OCR (Accuracy) 0.80 StyledTextSynth OCR (Cer) 0.93 StyledTextSynth Clip Score 0.2727 TextScenesHQ OCR (F1 Score) 1.74 TextScenesHQ OCR (Accuracy) 1.06 TextScenesHQ OCR (Cer) 0.88 TextScenesHQ FID 71.59 TextScenesHQ Clip Score 0.2346	Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data 2024-10-24	코드 1 · 코드 2 · 코드 3 · 코드 4
PixArt-Sigma	TextVsionBlend OCR (F1 Score) 1.57 TextVisionBlend OCR (Accuracy) 2.40 TextVisionBlend OCR (Cer) 0.83 TextVisionBlend FID 81.29 TextVisionBlend Clip Score 0.1891 StyledTextSynth FID 82.83 StyledTextSynth OCR (F1 Score) 0.62 StyledTextSynth OCR (Accuracy) 0.42 StyledTextSynth OCR (Cer) 0.90 StyledTextSynth Clip Score 0.2764 TextScenesHQ OCR (F1 Score) 0.53 TextScenesHQ OCR (Accuracy) 0.34 TextScenesHQ OCR (Cer) 0.91 TextScenesHQ FID 72.62 TextScenesHQ Clip Score 0.2347	PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation 2024-03-07	코드 1 · 코드 2
TextDiffuser2	TextVsionBlend OCR (F1 Score) - TextVisionBlend OCR (Accuracy) - TextVisionBlend OCR (Cer) - TextVisionBlend FID - TextVisionBlend Clip Score - StyledTextSynth FID 114.31 StyledTextSynth OCR (F1 Score) 1.46 StyledTextSynth OCR (Accuracy) 0.76 StyledTextSynth OCR (Cer) 0.99 StyledTextSynth Clip Score 0.2510 TextScenesHQ OCR (F1 Score) 1.25 TextScenesHQ OCR (Accuracy) 0.66 TextScenesHQ OCR (Cer) 0.96 TextScenesHQ FID 84.10 TextScenesHQ Clip Score 0.2252	TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering 2023-11-28	연결 없음
Anytext	TextVsionBlend OCR (F1 Score) - TextVisionBlend OCR (Accuracy) - TextVisionBlend OCR (Cer) - TextVisionBlend FID - TextVisionBlend Clip Score - StyledTextSynth FID 117.71 StyledTextSynth OCR (F1 Score) 0.66 StyledTextSynth OCR (Accuracy) 0.35 StyledTextSynth OCR (Cer) 0.98 StyledTextSynth Clip Score 0.2501 TextScenesHQ OCR (F1 Score) 0.8 TextScenesHQ OCR (Accuracy) 0.42 TextScenesHQ OCR (Cer) 0.95 TextScenesHQ FID 101.32 TextScenesHQ Clip Score 0.2174	AnyText: Multilingual Visual Text Generation And Editing 2023-11-06	코드 1