| SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning | Aug 10, 2024 | HallucinationOptical Character Recognition | CodeCode Available | 11 | 5 |
| DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding | Dec 13, 2024 | Chart UnderstandingMixture-of-Experts | CodeCode Available | 9 | 5 |
| Nougat: Neural Optical Understanding for Academic Documents | Aug 25, 2023 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 5 | 5 |
| OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning | Dec 31, 2024 | BenchmarkingLogical Reasoning | CodeCode Available | 4 | 5 |
| Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders | Aug 28, 2024 | Optical Character Recognition | CodeCode Available | 4 | 5 |
| OCR-free Document Understanding Transformer | Nov 30, 2021 | Document Image Classificationdocument understanding | CodeCode Available | 3 | 5 |
| Playing Non-Embedded Card-Based Games with Reinforcement Learning | Apr 7, 2025 | Board GamesDecision Making | CodeCode Available | 3 | 5 |
| MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categories | Jun 5, 2025 | BenchmarkingOptical Character Recognition | CodeCode Available | 2 | 5 |
| NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement | Apr 8, 2024 | BinarizationDocument Enhancement | CodeCode Available | 2 | 5 |
| DTrOCR: Decoder-only Transformer for Optical Character Recognition | Aug 30, 2023 | DecoderHandwritten Text Recognition | CodeCode Available | 2 | 5 |
| IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling | Jan 6, 2023 | Link PredictionOptical Character Recognition | CodeCode Available | 2 | 5 |
| Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition | May 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 | 5 |
| PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System | Sep 7, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 2 | 5 |
| OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation | Dec 3, 2024 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 2 | 5 |
| OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models | May 13, 2023 | Key Information ExtractionNutrition | CodeCode Available | 2 | 5 |
| Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness | Jun 1, 2022 | CPUdocument understanding | CodeCode Available | 2 | 5 |
| PP-OCR: A Practical Ultra Lightweight OCR System | Sep 21, 2020 | Computational EfficiencyOptical Character Recognition | CodeCode Available | 2 | 5 |
| ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area | Aug 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Text Detection Forgot About Document OCR | Oct 14, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 2 | 5 |
| GIT: A Generative Image-to-text Transformer for Vision and Language | May 27, 2022 | DecoderImage Captioning | CodeCode Available | 2 | 5 |
| Data Generation for Post-OCR correction of Cyrillic handwriting | Nov 27, 2023 | Handwriting generationHandwritten Text Recognition | CodeCode Available | 1 | 5 |
| Multimodal LLMs for OCR, OCR Post-Correction, and Named Entity Recognition in Historical Documents | Apr 1, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Multi-Type-TD-TSR -- Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations | May 23, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction | Oct 21, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification | Feb 16, 2023 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Lights, Camera, Action! A Framework to Improve NLP Accuracy over OCR documents | Aug 6, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Combining Morphological and Histogram based Text Line Segmentation in the OCR Context | Mar 16, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Confidence-aware Non-repetitive Multimodal Transformers for TextCaps | Dec 7, 2020 | Image CaptioningOptical Character Recognition | CodeCode Available | 1 | 5 |
| An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images | Dec 3, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| CORU: Comprehensive Post-OCR Parsing and Receipt Understanding Dataset | Jun 6, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents | May 27, 2019 | FormOptical Character Recognition | CodeCode Available | 1 | 5 |
| An Unsupervised method for OCR Post-Correction and Spelling Normalisation for Finnish | Nov 6, 2020 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images? | May 18, 2025 | Logical ReasoningMultimodal Reasoning | CodeCode Available | 1 | 5 |
| A Large Multi-Target Dataset of Common Bengali Handwritten Graphemes | Oct 1, 2020 | Multi-Label ClassificationOptical Character Recognition | CodeCode Available | 1 | 5 |
| Hespi: A pipeline for automatically detecting information from hebarium specimen sheets | Oct 11, 2024 | Handwritten Text RecognitionHTR | CodeCode Available | 1 | 5 |
| Boosting on the shoulders of giants in quantum device calibration | May 13, 2020 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter | Jun 10, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| BankNote-Net: Open dataset for assistive universal currency recognition | Apr 7, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments | Feb 10, 2025 | BenchmarkingOptical Character Recognition | CodeCode Available | 1 | 5 |
| FAWA: Fast Adversarial Watermark Attack on Optical Character Recognition (OCR) Systems | Dec 15, 2020 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation | Oct 25, 2023 | Handwritten Text RecognitionKey Information Extraction | CodeCode Available | 1 | 5 |
| bbOCR: An Open-source Multi-domain OCR Pipeline for Bengali Documents | Aug 21, 2023 | distortion correctionOptical Character Recognition | CodeCode Available | 1 | 5 |
| Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text Retrieval | Aug 1, 2024 | AttributeOptical Character Recognition | CodeCode Available | 1 | 5 |
| Geometry Restoration and Dewarping of Camera-Captured Document Images | Jan 6, 2025 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| GenKIE: Robust Generative Multimodal Document Key Information Extraction | Oct 24, 2023 | DecoderKey Information Extraction | CodeCode Available | 1 | 5 |
| hmBERT: Historical Multilingual Language Models for Named Entity Recognition | May 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Iranis: A Large-scale Dataset of Farsi License Plate Characters | Jan 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Efficient OCR for Building a Diverse Digital History | Apr 5, 2023 | DiversityImage Retrieval | CodeCode Available | 1 | 5 |
| Lexically Aware Semi-Supervised Learning for OCR Post-Correction | Nov 4, 2021 | Language ModellingOptical Character Recognition | CodeCode Available | 1 | 5 |
| DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents | Apr 24, 2023 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
