{"url":"/task/htr","name":"HTR","slug":"htr","description_markdown":null,"categories":[],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":84,"papers_with_code":40,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[{"url":"/dataset/iam","name":"IAM","full_name":"IAM Handwriting","num_papers_in_archive":198}],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":30,"of":40,"tagged_in_all":84,"items":[{"url":"/paper/origaminet-weakly-supervised-segmentation-1","title":"OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold","date":"2020-06-12","arxiv_id":"2006.07491","repositories_listed":8,"syntology":null},{"url":"/paper/full-page-handwriting-recognition-via-image","title":"Full Page Handwriting Recognition via Image to Sequence Extraction","date":"2021-03-11","arxiv_id":"2103.06450","repositories_listed":5,"syntology":null},{"url":"/paper/scrabblegan-semi-supervised-varying-length","title":"ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation","date":"2020-03-23","arxiv_id":"2003.10557","repositories_listed":3,"syntology":{"n":15,"n_ran":2,"n_unverified":13,"n_pointer_only":0}},{"url":"/paper/boosting-handwriting-text-recognition-in","title":"Boosting Handwriting Text Recognition in Small Databases with Transfer Learning","date":"2018-04-04","arxiv_id":"1804.01527","repositories_listed":3,"syntology":null},{"url":"/paper/htr-vt-handwritten-text-recognition-with","title":"HTR-VT: Handwritten Text Recognition with Vision Transformer","date":"2024-09-13","arxiv_id":"2409.08573","repositories_listed":2,"syntology":null},{"url":"/paper/muharaf-manuscripts-of-handwritten-arabic","title":"Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition","date":"2024-06-13","arxiv_id":"2406.09630","repositories_listed":2,"syntology":null},{"url":"/paper/data-generation-for-post-ocr-correction-of","title":"Data Generation for Post-OCR correction of Cyrillic handwriting","date":"2023-11-27","arxiv_id":"2311.15896","repositories_listed":2,"syntology":null},{"url":"/paper/judge-a-book-by-its-cover-investigating-multi","title":"Judge a Book by its Cover: Investigating Multi-Modal LLMs for Multi-Page Handwritten Document Transcription","date":"2025-02-27","arxiv_id":"2502.20295","repositories_listed":1,"syntology":null},{"url":"/paper/early-evidence-of-how-llms-outperform","title":"Early evidence of how LLMs outperform traditional systems on OCR/HTR tasks for historical records","date":"2025-01-20","arxiv_id":"2501.11623","repositories_listed":1,"syntology":null},{"url":"/paper/unlocking-the-archives-using-large-language","title":"Unlocking the Archives: Using Large Language Models to Transcribe Handwritten Historical Documents","date":"2024-11-02","arxiv_id":"2411.03340","repositories_listed":1,"syntology":null},{"url":"/paper/hespi-a-pipeline-for-automatically-detecting","title":"Hespi: A pipeline for automatically detecting information from hebarium specimen sheets","date":"2024-10-11","arxiv_id":"2410.08740","repositories_listed":1,"syntology":null},{"url":"/paper/general-detection-based-text-line-recognition","title":"General Detection-based Text Line Recognition","date":"2024-09-25","arxiv_id":"2409.17095","repositories_listed":1,"syntology":null},{"url":"/paper/diffusionpen-towards-controlling-the-style-of","title":"DiffusionPen: Towards Controlling the Style of Handwritten Text Generation","date":"2024-09-09","arxiv_id":"2409.06065","repositories_listed":1,"syntology":null},{"url":"/paper/rethinking-htg-evaluation-bridging-generation","title":"Rethinking HTG Evaluation: Bridging Generation and Recognition","date":"2024-09-04","arxiv_id":"2409.02683","repositories_listed":1,"syntology":null},{"url":"/paper/best-practices-for-a-handwritten-text","title":"Best Practices for a Handwritten Text Recognition System","date":"2024-04-17","arxiv_id":"2404.11339","repositories_listed":1,"syntology":null},{"url":"/paper/towards-temporally-consistent-referring-video","title":"Temporally Consistent Referring Video Object Segmentation with Hybrid Memory","date":"2024-03-28","arxiv_id":"2403.19407","repositories_listed":1,"syntology":{"n":15,"n_ran":14,"n_unverified":1,"n_pointer_only":0}},{"url":"/paper/ree-hdsc-recognizing-extracted-entities-for","title":"REE-HDSC: Recognizing Extracted Entities for the Historical Database Suriname Curacao","date":"2023-12-19","arxiv_id":"2401.02972","repositories_listed":1,"syntology":null},{"url":"/paper/automatic-transcription-of-handwritten-old","title":"Automatic Transcription of Handwritten Old Occitan Language","date":"2023-12-06","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/writer-adaptation-for-offline-text","title":"Writer adaptation for offline text recognition: An exploration of neural network-based methods","date":"2023-07-11","arxiv_id":"2307.15071","repositories_listed":1,"syntology":null},{"url":"/paper/wordstylist-styled-verbatim-handwritten-text","title":"WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models","date":"2023-03-29","arxiv_id":"2303.16576","repositories_listed":1,"syntology":null},{"url":"/paper/end-to-end-page-level-assessment-of","title":"End-to-End Page-Level Assessment of Handwritten Text Recognition","date":"2023-01-14","arxiv_id":"2301.05935","repositories_listed":1,"syntology":null},{"url":"/paper/enhancing-indic-handwritten-text-recognition","title":"Enhancing Indic Handwritten Text Recognition Using Global Semantic Information","date":"2022-12-15","arxiv_id":"2212.07776","repositories_listed":1,"syntology":null},{"url":"/paper/new-results-for-the-text-recognition-of","title":"New Results for the Text Recognition of Arabic Maghrib{ī} Manuscripts -- Managing an Under-resourced Script","date":"2022-11-29","arxiv_id":"2211.16147","repositories_listed":1,"syntology":null},{"url":"/paper/handwritten-paleographic-greek-text","title":"Handwritten Paleographic Greek Text Recognition: A Century-Based Approach","date":"2022-06-01","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/easter2-0-improving-convolutional-models-for","title":"Easter2.0: Improving convolutional models for handwritten text recognition","date":"2022-05-30","arxiv_id":"2205.14879","repositories_listed":1,"syntology":null},{"url":"/paper/bn-htrd-a-benchmark-dataset-for-document","title":"BN-HTRd: A Benchmark Dataset for Document Level Offline Bangla Handwritten Text Recognition (HTR) and Line Segmentation","date":"2022-05-29","arxiv_id":"2206.08977","repositories_listed":1,"syntology":null},{"url":"/paper/transformer-based-htr-for-historical","title":"Transformer-based HTR for Historical Documents","date":"2022-03-21","arxiv_id":"2203.11008","repositories_listed":1,"syntology":null},{"url":"/paper/attentionhtr-handwritten-text-recognition","title":"AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks","date":"2022-01-23","arxiv_id":"2201.09390","repositories_listed":1,"syntology":null},{"url":"/paper/evaluation-of-htr-models-without-ground-truth","title":"Evaluation of HTR models without Ground Truth Material","date":"2022-01-17","arxiv_id":"2201.06170","repositories_listed":1,"syntology":null},{"url":"/paper/continuous-offline-handwriting-recognition","title":"Continuous Offline Handwriting Recognition using Deep Learning Models","date":"2021-12-26","arxiv_id":"2112.13328","repositories_listed":1,"syntology":null}],"syntology_records":2,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}