Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-03T16:37:09.666491Z
Paper Citation Record · LEDGER
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding
As of 13 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.01751.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact15
- verified fuzzy3
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0014bcd4-dc89-4a77-b79f-7981b6d0a568 · outbound
This paper cites Qwen3-VL Technical Report.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Qwen3-VL Technical Report
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.518464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2f7d6379-5e45-4668-92e5-300186793dfa · outbound
This paper cites MedHorizon: Towards Long-context Medical Video Understanding in the Wild.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding MedHorizon: Towards Long-context Medical Video Understanding in the Wild
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.515751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5cfe1e38-f3f8-4a32-91a2-fd96bcbaec63 · outbound
This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.535419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2c6987c2-93cb-448f-90cc-25005f27a927 · outbound
This paper cites SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.547478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0defe264-4112-443a-a97f-3e5d1b0c9ad7 · outbound
This paper cites Khan, Sophia Bano, Hani J.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Khan, Sophia Bano, Hani J
Reference 5
- Resolution
- verified exact
- doi, observed 2026-07-03T16:38:39.328211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3f55308f-242d-41aa-adc3-1ec52bb992d2 · outbound
This paper cites Jiang, Y.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Jiang, Y
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T16:38:39.532345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 88f672f8-129d-45c8-81fd-461c72b4e864 · outbound
This paper cites OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T16:38:39.531041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5151cf96-f01a-4ff1-81d3-68ae6b6dbf06 · outbound
This paper cites LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T16:38:39.544999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 23ba0d54-c11a-4ff1-9643-01e08da8acb5 · outbound
This paper cites Surgpub-video: A comprehensive surgical video framework for enhanced surgical intelligence in vision-language model.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Surgpub-video: A comprehensive surgical video framework for enhanced surgical intelligence in vision-language model
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T05:20:43.333848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 11656f91-4a1a-48e8-a1a7-f3f01c71e4ae · outbound
This paper cites OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T16:38:39.536434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4cd37fb4-85c1-4265-bc0c-a7e2aabd1774 · outbound
This paper cites StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T16:38:39.538176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 51969314-1b63-40d7-846e-1a2f02fa4f65 · outbound
This paper cites CholecTriplet2021 : A benchmark challenge for surgical action triplet recognition.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding CholecTriplet2021 : A benchmark challenge for surgical action triplet recognition
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T16:38:39.337727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fb5fabf5-10f4-4e9d-b21d-1b0791913d4e · outbound
This paper cites Krishna, and Hongliang Ren.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Krishna, and Hongliang Ren
Reference 13
- Resolution
- verified exact
- doi, observed 2026-07-03T16:38:39.330977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b8a01d2a-4260-4f99-8b60-10b64cc52433 · outbound
This paper cites Spada, C., S.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Spada, C., S
Reference 14
- Resolution
- metadata mismatch
- doi, observed 2026-07-03T16:38:39.327573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9d58219b-47d5-49e1-a569-fca126c9a357 · outbound
This paper cites The TUM LapChole dataset for the M2CAI 2016 workflow challenge.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding The TUM LapChole dataset for the M2CAI 2016 workflow challenge
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.550035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4996d389-ca5a-4d5f-98ba-facb91bc4523 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Gemini: A Family of Highly Capable Multimodal Models
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.552373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d8e43299-cd48-4b93-8fd1-251aa69f2522 · outbound
This paper cites V2t-cot: From vision to text chain-of-thought for medical reasoning and diagnosis.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding V2t-cot: From vision to text chain-of-thought for medical reasoning and diagnosis
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T05:20:43.335823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 66a2294a-73aa-4134-8fbf-877c0050b8b0 · outbound
This paper cites Beyond n-grams: A hierarchical reward learning framework for clinically-aware medical report generation.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Beyond n-grams: A hierarchical reward learning framework for clinically-aware medical report generation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T05:20:43.331745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 440bf13e-0fa7-40d0-b7b4-d37f5da42a69 · outbound
This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.533601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 65af8602-b6ee-4a7c-b458-5ee2c0c61c13 · outbound
This paper cites Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.542049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3b3086e4-19af-468e-8f52-99de5821b398 · outbound
This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:38:39.543853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Pith citing papers
No inbound Pith citation observations are available.