Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2507.09313.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T08:39:01.053662Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T01:19:20.288097Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 5f6fd4f2-22b5-45a3-80e1-e540f88c8c65 · inbound
Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents cites this paper.
Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:39:01.053662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4027df28-ad4c-4b0f-917b-4e48460d6b75 · inbound
Proact-VL: A Proactive VideoLLM for Real-Time AI Companions cites this paper.
Proact-VL: A Proactive VideoLLM for Real-Time AI Companions ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 336
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-02T19:09:09.440908Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4572f0d0-b18f-45ee-804b-a0cc2491ab37 · inbound
From Reactive to Proactive: Assessing the Proactivity of Voice Agents via ProVoice-Bench cites this paper.
From Reactive to Proactive: Assessing the Proactivity of Voice Agents via ProVoice-Bench ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T11:45:21.033091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c92c69d-1533-4d11-8cc6-ae801125e38f · inbound
Don't Pause! Every prediction matters in a streaming video cites this paper.
Don't Pause! Every prediction matters in a streaming video ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:41:18.097956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 068e4c34-be0c-4134-84b3-3b821d3b358c · inbound
StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video cites this paper.
StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T23:33:50.748812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 41aead78-12f1-4da2-9363-84e7b519d662 · inbound
Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction cites this paper.
Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T13:38:19.157208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ca766167-9a2e-46cc-bc82-858fed26fffc · inbound
Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction cites this paper.
Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T01:19:20.291251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb22717f-9da6-4ae1-acb9-ffaba75f432d · inbound
An Efficient Streaming Video Understanding Framework with Agentic Control cites this paper.
An Efficient Streaming Video Understanding Framework with Agentic Control ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 27
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T11:33:14.470074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3e967234-cadc-4cee-95cf-5fbac879f8a2 · inbound
IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams cites this paper.
IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T18:33:51.065824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c4af456a-a752-4d00-9ce7-3a177dc71ce5 · inbound
X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding cites this paper.
X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 43
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T22:46:18.934183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0dd45640-7b1f-485c-b538-17545bed0fe1 · inbound
X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding cites this paper.
X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 44
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T10:44:36.467381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 209f9f59-9164-42e5-8a37-7f88f5dc3007 · inbound
GuideMe: Multi-Domain Task Guidance and Intervention in Streaming Video cites this paper.
GuideMe: Multi-Domain Task Guidance and Intervention in Streaming Video ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T05:36:40.278384Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7523c331-160b-4a39-b74a-911205ccb356 · inbound
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding cites this paper.
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T00:44:48.909159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.