Image Generation On Textatlaseval
المقاييس
StyledTextSynth Clip Score
StyledTextSynth FID
StyledTextSynth OCR (Accuracy)
StyledTextSynth OCR (Cer)
StyledTextSynth OCR (F1 Score)
TextScenesHQ Clip Score
TextScenesHQ FID
TextScenesHQ OCR (Accuracy)
TextScenesHQ OCR (Cer)
TextScenesHQ OCR (F1 Score)
TextVisionBlend Clip Score
TextVisionBlend FID
TextVisionBlend OCR (Accuracy)
TextVisionBlend OCR (Cer)
TextVsionBlend OCR (F1 Score)
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | StyledTextSynth Clip Score | StyledTextSynth FID | StyledTextSynth OCR (Accuracy) | StyledTextSynth OCR (Cer) | StyledTextSynth OCR (F1 Score) | TextScenesHQ Clip Score | TextScenesHQ FID | TextScenesHQ OCR (Accuracy) | TextScenesHQ OCR (Cer) | TextScenesHQ OCR (F1 Score) | TextVisionBlend Clip Score | TextVisionBlend FID | TextVisionBlend OCR (Accuracy) | TextVisionBlend OCR (Cer) | TextVsionBlend OCR (F1 Score) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| infinity-mm-scaling-multimodal-performance | 0.2727 | 84.95 | 0.80 | 0.93 | 1.42 | 0.2346 | 71.59 | 1.06 | 0.88 | 1.74 | 0.1979 | 95.69 | 2.98 | 0.83 | 3.44 |
| النموذج 2 | 0.2938 | 90.70 | 30.58 | 0.78 | 38.25 | 0.3367 | 86.73 | 69.26 | - | 51.63 | 0.1938 | 153.21 | 8.38 | 0.93 | 7.94 |
| النموذج 3 | 0.2849 | 71.09 | 27.21 | 0.73 | 33.86 | 0.2363 | 64.44 | 19.03 | 0.73 | 24.45 | 0.1846 | 118.85 | 14.55 | 0.88 | 16.25 |
| النموذج 4 | 0.2938 | 80.33 | 15.82 | 0.73 | 21.40 | 0.3197 | - | 35.07 | 0.57 | 37.94 | 0.1697 | - | 41.54 | 0.57 | 44.22 |
| pixart-s-weak-to-strong-training-of-diffusion | 0.2764 | 82.83 | 0.42 | 0.90 | 0.62 | 0.2347 | 72.62 | 0.34 | 0.91 | 0.53 | 0.1891 | 81.29 | 2.40 | 0.83 | 1.57 |
| textdiffuser-2-unleashing-the-power-of | 0.2510 | 114.31 | 0.76 | 0.99 | 1.46 | 0.2252 | 84.10 | 0.66 | 0.96 | 1.25 | - | - | - | - | - |
| anytext-multilingual-visual-text-generation | 0.2501 | 117.71 | 0.35 | 0.98 | 0.66 | 0.2174 | 101.32 | 0.42 | 0.95 | 0.8 | - | - | - | - | - |