Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T15:26:35.545652Z
Paper Citation Record · LEDGER
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments
As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2502.06445.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T10:52:13.947049Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T12:51:02.625990Z
Reference resolution
13 of 13 outbound references displayed
- verified exact1
- verified fuzzy10
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0a3b1be0-97aa-43ec-80f3-e5d331418088 · outbound
This paper cites Claude 3.5 Sonnet: Advancements in multimodal AI, 2024.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments Claude 3.5 Sonnet: Advancements in multimodal AI, 2024
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.704519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1046109f-197b-4a05-8f89-d21b56d4f058 · outbound
This paper cites Character region awareness for text detection.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments Character region awareness for text detection
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.693817Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c2ee93df-3d7b-4fad-812f-465de9584b6b · outbound
This paper cites Video Summarisation with Incident and Context Information using Generative AI.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments Video Summarisation with Incident and Context Information using Generative AI
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T15:26:35.600757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eb881b5c-62a1-4c78-ac48-9438e8c4ecc6 · outbound
This paper cites Gemini 1.5 Pro: Pushing the boundaries of multimodal learning, 2024.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments Gemini 1.5 Pro: Pushing the boundaries of multimodal learning, 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.683494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3f030ddb-1ba6-4207-a14d-5a2623b60c58 · outbound
This paper cites Connectionist temporal classification.Supervised sequence labelling with recurrent neural networks, pages 61–93, 2012.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments Connectionist temporal classification.Supervised sequence labelling with recurrent neural networks, pages 61–93, 2012
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.673053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a6ab84df-6e34-4b81-976a-17b880e340ba · outbound
This paper cites EasyOCR: Ready-to-use OCR with 80+ supported languages, 2024.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments EasyOCR: Ready-to-use OCR with 80+ supported languages, 2024
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.662730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b51d91ee-3fde-434a-b2b1-f991fcf894e0 · outbound
This paper cites VHELM: A Holistic Evaluation of Vision Language Models.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments VHELM: A Holistic Evaluation of Vision Language Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T15:26:35.522585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3e7a6cb-a8d5-4fa7-9907-7ae932fecda9 · outbound
This paper cites TVQA: Localized, Compositional Video Question Answering.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments TVQA: Localized, Compositional Video Question Answering
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T15:26:35.526768Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 516c8911-650f-42e8-8ff9-98f89b5a6e0a · outbound
This paper cites GPT-4o: Omni-modal language model, 2024.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments GPT-4o: Omni-modal language model, 2024
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.651666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 43496147-274f-406b-9bc9-9ecfa6285dcb · outbound
This paper cites PaddleOCR: An OCR toolset based on PaddlePaddle, 2023.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments PaddleOCR: An OCR toolset based on PaddlePaddle, 2023
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.641320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 214282ec-339f-4b66-a61f-8a46125e10e7 · outbound
This paper cites RapidOCR: A lightweight OCR framework, 2021.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments RapidOCR: A lightweight OCR framework, 2021
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.631189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bf814452-f886-4d36-b80e-f50f86e588f2 · outbound
This paper cites VideoDB: Video infrastructure for the AI first world, 2024.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments VideoDB: Video infrastructure for the AI first world, 2024
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.621872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation baacb20c-5206-4603-bbe7-40ebcaaf3f32 · outbound
This paper cites CONTEXT"? OF.
Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments CONTEXT"? OF
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T15:26:35.612278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation 0e34a902-f194-46ac-b30e-8a3c051e7050 · inbound
E-ARMOR: Edge case Assessment and Review of Multilingual Optical Character Recognition cites this paper.
E-ARMOR: Edge case Assessment and Review of Multilingual Optical Character Recognition Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:52:13.947049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4723749e-4596-4773-9479-2819028e83d0 · inbound
If you're waiting for a sign... that might not be it! Mitigating Trust Boundary Confusion from Visual Injections on Vision-Language Agentic Systems cites this paper.
If you're waiting for a sign... that might not be it! Mitigating Trust Boundary Confusion from Visual Injections on Vision-Language Agentic Systems Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:51:02.632753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.