ML Research Wiki / Benchmarks / Scene Text Recognition / CUTE80

CUTE80

Scene Text Recognition Benchmark

Performance Over Time

📊 Showing 17 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 CPPD 📚 Context Perception Parallel Decoder for Scene Text Recognition 99.70 2023-07-23 📦 PaddlePaddle/PaddleOCR 📦 topdu/openocr
2 CLIP4STR-L (DataComp-1B) 📚 CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model 99.70 2023-05-23 📦 VamosC/CLIP4STR
3 CLIP4STR-B* 📚 An Empirical Study of Scaling Law for OCR 99.65 2023-12-29 📦 large-ocr-model/large-ocr-model.github.io
4 MGP-STR 📚 Multi-Granularity Prediction for Scene Text Recognition 99.31 2022-09-08 📦 alibabaresearch/advancedliteratemachinery 📦 AlibabaResearch/AdvancedLiterateMachinery 📦 topdu/openocr
5 CLIP4STR-B 📚 CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model 99.30 2023-05-23 📦 VamosC/CLIP4STR
6 DTrOCR 105M DTrOCR: Decoder-only Transformer for Optical Character Recognition 99.10 2023-08-30 📦 arvindrajan92/DTrOCR
7 CLIP4STR-L 📚 CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model 99.00 2023-05-23 📦 VamosC/CLIP4STR
8 CCD-ViT-Small(ARD_2.8M) 📚 Self-supervised Character-to-Character Distillation for Text Recognition 98.30 2022-11-01 📦 tongkunguan/ccd
9 CCD-ViT-Base(ARD_2.8M) 📚 Self-supervised Character-to-Character Distillation for Text Recognition 98.30 2022-11-01 📦 tongkunguan/ccd
10 CCD-ViT-Tiny(ARD_2.8M) 📚 Self-supervised Character-to-Character Distillation for Text Recognition 95.80 2022-11-01 📦 tongkunguan/ccd

All Papers (17)

PaddlePaddle/PaddleOCR topdu/openocr
VamosC/CLIP4STR
large-ocr-model/large-ocr-model.github.io
alibabaresearch/advancedliteratemachinery AlibabaResearch/AdvancedLiterateMachinery topdu/openocr
VamosC/CLIP4STR
arvindrajan92/DTrOCR
VamosC/CLIP4STR
tongkunguan/ccd
tongkunguan/ccd
tongkunguan/ccd
adeline-cs/GTR
topdu/openocr byeonghu-na/matrn wp03052/MATRN
tongkunguan/siga
simplify23/tps_pp
topdu/openocr simplify23/CDistNet chibohe/CdistNet-pytorch
topdu/openocr baudm/parseq