Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T16:11:51.138098Z
Paper Citation Record · LEDGER
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts
As of 4 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 2 inbound Pith citation observations for arXiv:2604.12978.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T19:18:53.974983Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
71 of 71 outbound references displayed
- verified exact30
- verified fuzzy32
- unresolved5
- parse uncertain0
- malformed identifier1
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e84247f5-0a98-452f-a6b3-1c29a293ae36 · outbound
This paper cites A concise survey of OCR for low-resource lan- guages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts A concise survey of OCR for low-resource lan- guages
Reference 1
- Resolution
- verified exact
- doi, observed 2026-05-10T16:15:34.515602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 298f45e8-d506-4e19-9349-35212dcce588 · outbound
This paper cites Omniglot: Writing systems and languages of the world.https://www.omniglot.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Omniglot: Writing systems and languages of the world.https://www.omniglot
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.988089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6a8a8114-ce3f-4838-a994-af6c1881f5f8 · outbound
This paper cites CAMIO: A corpus for OCR in multiple languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts CAMIO: A corpus for OCR in multiple languages
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.982445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4cbcaf47-4feb-47f7-be32-9aac63d3a66d · outbound
This paper cites Qwen3-VL Technical Report.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Qwen3-VL Technical Report
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T09:11:00.926356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b1926ff8-29f1-4dec-b39b-0b8b0c5bf6e5 · outbound
This paper cites Le Khac, Sanath Narayan, Wamiq Reyaz Para, and Ankit Singh.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Le Khac, Sanath Narayan, Wamiq Reyaz Para, and Ankit Singh
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.787356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 75d5f728-822c-42f4-a8ad-884e074bc2c8 · outbound
This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T09:11:00.672945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 57e8e5cb-549b-4622-b8ca-d743507d41b7 · outbound
This paper cites PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T09:11:00.822354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4c3c6b31-2930-4d1e-964e-2896b62d372c · outbound
This paper cites Oxford University Press.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Oxford University Press
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.970348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 014bb9bb-913f-42b2-9421-deaf66cf38bc · outbound
This paper cites sococrbench: An OCR benchmark for social science documents.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts sococrbench: An OCR benchmark for social science documents
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.990874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e5896015-6d87-4bb6-91f1-f75fd6b3ac54 · outbound
This paper cites Chandra ocr 2.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Chandra ocr 2
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.976048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7cdf2315-0e40-4482-8750-20132f81a40e · outbound
This paper cites Ancient Script Image Recognition and Processing: A Review.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Ancient Script Image Recognition and Processing: A Review
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.762310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dce7ea07-6e13-4538-863a-12a2e49a882c · outbound
This paper cites Qianfan-ocr: A unified end-to-end model for document intelligence.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Qianfan-ocr: A unified end-to-end model for document intelligence
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.987795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ab80209-99b6-4621-984a-0beefdd3537b · outbound
This paper cites Glm-ocr technical report.arXiv preprint arXiv:2603.10910.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Glm-ocr technical report.arXiv preprint arXiv:2603.10910
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:01.010104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a5b9367-0975-418b-97ca-729603501d4f · outbound
This paper cites HarfBuzz: A text shaping engine.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts HarfBuzz: A text shaping engine
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.979015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9dedfff2-0801-42cb-af47-01afb3b1feb8 · outbound
This paper cites OCRBench v2: An improved benchmark for evaluating large multimodal models on visual text localization and reasoning.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts OCRBench v2: An improved benchmark for evaluating large multimodal models on visual text localization and reasoning
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.014183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 45ac6fb2-31df-4aa8-8a15-edc6e6d93a98 · outbound
This paper cites Gemini 3.1 flash-lite: Built for intelligence at scale.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Gemini 3.1 flash-lite: Built for intelligence at scale
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.038166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7a41ce9f-d479-4186-9a86-e3e56be7e695 · outbound
This paper cites Google fonts.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Google fonts
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.041275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 005ae4b2-9b68-435c-a340-9665a9ec49f7 · outbound
This paper cites Multimodal LLMs for OCR, OCR Post-Correction, and Named Entity Recognition in Historical Documents.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Multimodal LLMs for OCR, OCR Post-Correction, and Named Entity Recognition in Historical Documents
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T09:11:00.976237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 59d43229-0b15-4faf-ac88-ae9a1573e9dc · outbound
This paper cites Augraphy: A Data Augmentation Library for Document Images.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Augraphy: A Data Augmentation Library for Document Images
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.960816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2fabebb9-010f-4c75-b36f-9e4023874cee · outbound
This paper cites Synthetic data for text localisation in natural images.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Synthetic data for text localisation in natural images
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.044656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5dade1ca-1000-4b86-8708-6d2536cc70fc · outbound
This paper cites Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues?.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues?
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.667074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3b632bdd-f57f-4c86-9c1f-ac37574b926c · outbound
This paper cites KITAB-bench: A comprehensive multi-domain benchmark for Arabic OCR and document understanding.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts KITAB-bench: A comprehensive multi-domain benchmark for Arabic OCR and document understanding
Reference 22
- Resolution
- verified exact
- doi, observed 2026-05-10T16:15:34.513700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6d8cf427-fdca-4d8e-b481-57fe8af3c72e · outbound
This paper cites Hunyuanocr technical report.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Hunyuanocr technical report
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.684279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 83dc8fc1-1c03-4a67-8b68-c124bf1d6e82 · outbound
This paper cites Generating errors: OCR post-processing for Icelandic.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Generating errors: OCR post-processing for Icelandic
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.047673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2a915302-97b7-409d-add3-d6160151b20e · outbound
This paper cites Evaluating multimodal language models as visual assistants for visually impaired users.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Evaluating multimodal language models as visual assistants for visually impaired users
Reference 25
- Resolution
- verified exact
- doi, observed 2026-05-10T16:15:34.517586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 301576a3-3422-4405-bbe8-6462be418191 · outbound
This paper cites G lot LID : Language identification for low-resource languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts G lot LID : Language identification for low-resource languages
Reference 26
- Resolution
- verified exact
- doi, observed 2026-05-10T16:15:34.528639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ecba8fb4-a329-41f1-9411-103c06a25ab9 · outbound
This paper cites GlotCC: An open broad- coverage commoncrawl corpus and pipeline for minority languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts GlotCC: An open broad- coverage commoncrawl corpus and pipeline for minority languages
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.050957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2380fa77-bada-438c-8b20-1ec5c0ec6989 · outbound
This paper cites GlotScript: A resource and tool for low resource writing system identification.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts GlotScript: A resource and tool for low resource writing system identification
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.057150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ed5d4852-67e4-4643-af65-974f4fc3346c · outbound
This paper cites Nayana OCR: A scalable framework for document OCR in low-resource languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Nayana OCR: A scalable framework for document OCR in low-resource languages
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.020831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 188e9b80-d3f3-4e3b-a4f5-513514f0967f · outbound
This paper cites URL https://aclanthology.org/2025.lm4uc-1.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts URL https://aclanthology.org/2025.lm4uc-1
Reference 30
- Resolution
- verified exact
- doi, observed 2026-05-10T16:15:34.530337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f45aa312-864e-4786-9be0-0b13f98843f2 · outbound
This paper cites FinePDFs.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts FinePDFs
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.031465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6b046eb7-d195-4af4-9f6b-81e160d36217 · outbound
This paper cites InICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts InICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5
Reference 32
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T09:11:00.706353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fec9378f-f9f3-4283-9e59-c056859f45d1 · outbound
This paper cites arXiv preprint arXiv:2506.05218 , year=.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts arXiv preprint arXiv:2506.05218 , year=
Reference 33
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T09:11:00.892273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 99b5f380-cdbe-42b6-85d2-519b20a84b58 · outbound
This paper cites Omniocr: Generalist ocr for ethnic minority languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Omniocr: Generalist ocr for ethnic minority languages
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.946595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 94aa3bc1-ae68-440a-9008-24477f1c8081 · outbound
This paper cites Ancient yi script handwriting sample repository.Scientific Data, 11(1):1183.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Ancient yi script handwriting sample repository.Scientific Data, 11(1):1183
Reference 35
- Resolution
- verified exact
- doi, observed 2026-05-10T16:15:34.526872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8747d207-cf21-4d32-9445-9b388f070804 · outbound
This paper cites Ocrbench: on the hidden mystery of ocr in large multimodal models.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Ocrbench: on the hidden mystery of ocr in large multimodal models
Reference 36
- Resolution
- verified exact
- doi, observed 2026-05-10T16:15:34.519686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eda1b8f9-9dc2-4ce1-beed-561d6c3a4dd8 · outbound
This paper cites Multiple attentional aggregation network for handwritten Dongba character recognition.Expert Systems with Applications, 213:118865.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Multiple attentional aggregation network for handwritten Dongba character recognition.Expert Systems with Applications, 213:118865
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.054132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 09580ad4-a8e6-471f-98bc-ad5809d5eede · outbound
This paper cites doi: https://doi.org/10.1016/j.eswa.2022.118865.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts doi: https://doi.org/10.1016/j.eswa.2022.118865
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T16:15:34.522467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dff3b822-5cbe-4b10-b537-6823185f1838 · outbound
This paper cites synthocr-gen: A synthetic OCR dataset generator for low-resource languages- breaking the data barrier.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts synthocr-gen: A synthetic OCR dataset generator for low-resource languages- breaking the data barrier
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.905155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a20ab4f-45f8-4e67-b12b-2e194a37c1ba · outbound
This paper cites Nanonets-OCR2: A model for transforming documents into structured markdown with intel- ligent content recognition and semantic tagging.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Nanonets-OCR2: A model for transforming documents into structured markdown with intel- ligent content recognition and semantic tagging
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.019229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5e363f1d-1af5-4cef-9135-0dd5fd6d38d1 · outbound
This paper cites Nemotron ocr v2.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Nemotron ocr v2
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.010163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1659255d-70fa-40f4-9c46-258d0c221f48 · outbound
This paper cites GPT-4 Technical Report.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts GPT-4 Technical Report
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T09:11:00.861358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f584528a-ec65-4f90-a583-af0cc37ed363 · outbound
This paper cites OmniDocBench: Benchmarking diverse pdf document parsing with comprehensive annotations.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts OmniDocBench: Benchmarking diverse pdf document parsing with comprehensive annotations
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.991122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e1a3a301-cc30-4a9d-86c5-15ddc991e1a2 · outbound
This paper cites Fineweb2: One pipeline to scale them all — adapting pre-training data processing to every language.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Fineweb2: One pipeline to scale them all — adapting pre-training data processing to every language
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.998741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 15ad61de-6bbc-4489-9f75-febf893ebb10 · outbound
This paper cites olmocr: Unlocking trillions of tokens in pdfs with vi- sion language models.arXiv preprint arXiv:2502.18443, 2025a.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts olmocr: Unlocking trillions of tokens in pdfs with vi- sion language models.arXiv preprint arXiv:2502.18443, 2025a
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.749157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9458ad08-840c-4125-b067-ed4c2ab968e6 · outbound
This paper cites olmOCR 2: Unit test rewards for document ocr.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts olmOCR 2: Unit test rewards for document ocr
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.956324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation adbb9938-0f3b-4a9f-8d02-21950c0f475a · outbound
This paper cites olmOCR 2: Unit test rewards for document OCR.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts olmOCR 2: Unit test rewards for document OCR
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:01.000428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2d7d9a2e-ea3e-4e67-847c-2f284aff824a · outbound
This paper cites Aksharamukha: Script conversion web tool.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Aksharamukha: Script conversion web tool
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.979328Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 34220b88-eb5c-4731-9e44-a43cd7d89cbf · outbound
This paper cites Rolmocr: A faster, lighter open-source ocr model.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Rolmocr: A faster, lighter open-source ocr model
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.962325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f2fbdcff-5de9-48dd-b5cd-783445811c0e · outbound
This paper cites OCR Synthetic Benchmark Dataset for Indic Languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts OCR Synthetic Benchmark Dataset for Indic Languages
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.659346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab522cd9-2039-4652-99e1-73e49986497c · outbound
This paper cites Printed ocr for extremely low-resource indic languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Printed ocr for extremely low-resource indic languages
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.004988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0ad17c4e-e57a-4918-ba84-89776df6a747 · outbound
This paper cites GlotWeb: Web indexing for minority languages.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts GlotWeb: Web indexing for minority languages
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T16:15:34.524951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a0d079d1-fd87-4de2-a2ad-9a418e762214 · outbound
This paper cites Deciphering the underserved: Benchmarking llm ocr for low-resource scripts.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Deciphering the underserved: Benchmarking llm ocr for low-resource scripts
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.963293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 413b88c0-e8ab-45bf-8c78-9088ff1646a8 · outbound
This paper cites LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T02:17:18.970700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 602afba4-f36a-4e16-8052-d502d90416ab · outbound
This paper cites FreeType: A free, high-quality and portable font engine.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts FreeType: A free, high-quality and portable font engine
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.999614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 326ad61d-948e-4cb6-b1c8-3af4d1ee85c4 · outbound
This paper cites Ocr uv scripts.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Ocr uv scripts
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.985325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17cd64eb-2c40-4a5d-87cf-97129f03b0f0 · outbound
This paper cites Deepseek-ocr 2: Visual causal flow.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Deepseek-ocr 2: Visual causal flow
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.850411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bf3d877c-63ff-46ec-858a-8aabe5bd5892 · outbound
This paper cites Wikisource: The free online library.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Wikisource: The free online library
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.063232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation db79f326-6ddf-4eab-8a3e-a1e17a69ff98 · outbound
This paper cites Wiktionary, the free dictionary.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Wiktionary, the free dictionary
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:59.060242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cfedb454-5d1a-4687-8074-2841fc172d49 · outbound
This paper cites Firered-ocr technical report.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Firered-ocr technical report
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.729347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ddcb5625-56f2-41a9-b05c-525d262eb11e · outbound
This paper cites CC-OCR: A comprehensive and challenging ocr benchmark for evaluating large multimodal models in literacy.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts CC-OCR: A comprehensive and challenging ocr benchmark for evaluating large multimodal models in literacy
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.953141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c64ecf6-ab8a-407c-97d4-f3aae54f9db0 · outbound
This paper cites Ocrturk: A comprehensive ocr benchmark for turkish.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Ocrturk: A comprehensive ocr benchmark for turkish
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.937470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fc332cbe-aaf2-45d2-8451-95008650bf64 · outbound
This paper cites Synthtiger: Synthetic text image generator towards better text recognition models.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Synthtiger: Synthetic text image generator towards better text recognition models
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.964928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 22852c4f-6e5a-4550-abc2-b72918e8fce7 · outbound
This paper cites Tibetanmnist: Tibetan handwritten digit dataset.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Tibetanmnist: Tibetan handwritten digit dataset
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T16:31:58.985840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9ddf5345-d366-41fb-ba48-8cd391494a18 · outbound
This paper cites an unresolved cited work.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T16:31:59.002532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 571a22d3-8b77-4e3a-9e98-d19aad372a29 · outbound
This paper cites Multimodal ocr: Parse anything from documents.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Multimodal ocr: Parse anything from documents
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:11:00.878157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e819ab46-4ce1-443d-ae91-be15f08b3cb9 · outbound
This paper cites an unresolved cited work.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T16:31:59.017424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 558033b1-05dd-4c16-9e7d-695197a4582f · outbound
This paper cites an unresolved cited work.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T16:31:59.023829Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3a56d78b-9768-4c15-90e9-b80bf337c16b · outbound
This paper cites an unresolved cited work.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T16:31:59.034716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2f6d2071-15bb-4f76-8ad3-2c1a7226a654 · outbound
This paper cites an unresolved cited work.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T16:31:59.028054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 703fd8e8-9b11-49d6-bee3-f117f7969b6b · outbound
This paper cites Additionally, at the glyph level during rendering, character spacing is perturbed by −2 to +4 pixels, each glyph is independently dilated (prob.
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts Additionally, at the glyph level during rendering, character spacing is perturbed by −2 to +4 pixels, each glyph is independently dilated (prob
Reference 71
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-17T16:31:59.006095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 512e2e44-017c-46f2-8a1c-d0bfc246bac5 · inbound
Structure-Aware Text Recognition for Ancient Greek Critical Editions cites this paper.
Structure-Aware Text Recognition for Ancient Greek Critical Editions GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:18:53.974983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f16b3e8c-c797-4eea-9b51-f0470b427958 · inbound
Multi-Expert Routing for Multi-Domain Low-Resource OCR: A Manchu Case Study cites this paper.
Multi-Expert Routing for Multi-Domain Low-Resource OCR: A Manchu Case Study GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T02:58:30.439368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.