OpenCodePapers

scene-text-recognition-on-cute80

Scene Text Recognition
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PaperCodeAccuracyModelNameReleaseDate
Context Perception Parallel Decoder for Scene Text Recognition✓ Link99.7CPPD2023-07-23
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model✓ Link99.7CLIP4STR-L (DataComp-1B)2023-05-23
An Empirical Study of Scaling Law for OCR✓ Link99.65CLIP4STR-B*2023-12-29
Multi-Granularity Prediction for Scene Text Recognition✓ Link99.31MGP-STR2022-09-08
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model✓ Link99.3CLIP4STR-B2023-05-23
DTrOCR: Decoder-only Transformer for Optical Character Recognition✓ Link99.1DTrOCR 105M2023-08-30
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model✓ Link99.0CLIP4STR-L2023-05-23
Scene Text Recognition with Permuted Autoregressive Sequence Models✓ Link98.3±0.6PARSeq2022-07-14
Self-supervised Character-to-Character Distillation for Text Recognition✓ Link98.3CCD-ViT-Small(ARD_2.8M)2022-11-01
Self-supervised Character-to-Character Distillation for Text Recognition✓ Link98.3CCD-ViT-Base(ARD_2.8M)2022-11-01
Self-supervised Character-to-Character Distillation for Text Recognition✓ Link95.8CCD-ViT-Tiny(ARD_2.8M)2022-11-01
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition✓ Link94.7S-GTR2021-12-24
Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features✓ Link93.5MATRN2021-11-30
Self-supervised Implicit Glyph Attention for Text Recognition✓ Link93.1SIGA_T2022-03-07
DiffusionSTR: Diffusion Model for Scene Text Recognition92.5DiffusionSTR2023-06-29
TPS++: Attention-Enhanced Thin-Plate Spline for Scene Text Recognition✓ Link92.4NRTR+TPS++2023-05-09
Look Back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text Recognition✓ Link91.9DPAN2021-08-01
CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition✓ Link89.58CDistNet (Ours)2021-11-22
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