Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:03:14.058499Z
Paper Citation Record · LEDGER
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
As of 18 August 2026, this Paper Citation Record lists 35 of 35 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 2026-08-18T06:34:40.430872+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
35 of 35 outbound references displayed
- verified exact0
- verified fuzzy1
- unresolved34
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c6d6f3e2-9cf3-46ce-b728-a333e7d61e68 · outbound
This paper cites Qwen2.5-VL Technical Report.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Qwen2.5-VL Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.969005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e849daa4-bf69-475c-8e19-353675a6c28c · outbound
This paper cites TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.972207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10285eaf-f2e5-487f-b655-23d9189d1e48 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.449302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 486bec5f-f7ab-45ac-8921-1a765c1009d4 · outbound
This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.978291Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eac1249-9df0-4a71-9598-5a9417cdf906 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.980956Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b04f4a6-1cdd-49c6-a73d-34ebafa03d10 · outbound
This paper cites MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.983556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd5322e8-be16-40f6-9692-512e4e38a101 · outbound
This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.986518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ba1b039-4af8-4801-a916-db5fd5cb4f99 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.437624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5c973cca-26f8-45ae-802c-4afd7c5f51b5 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.430735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3a6bf101-c3d0-4f4c-9281-3e7231bac870 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.423704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 143a51d1-6530-49b9-8546-705b6ec35f4d · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models LLaVA-OneVision: Easy Visual Task Transfer
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.996017Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f0d8dc1-58fc-44ab-9453-12b949975ae9 · outbound
This paper cites SEED-Bench-2-Plus: Benchmarking Multimodal Large Language Models with Text-Rich Visual Comprehension.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models SEED-Bench-2-Plus: Benchmarking Multimodal Large Language Models with Text-Rich Visual Comprehension
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.998784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52c34cc5-e012-4452-8163-c7f287325711 · outbound
This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.001294Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00ce54f3-6064-41f4-8251-322351b7cbac · outbound
This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.003554Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22fe2f4a-7f46-4fed-bf37-23f2ebc16f34 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.416481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6822cf65-13fb-425d-801a-e6569e8fef1e · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.408974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 467ce196-84d0-45fb-be40-1309c5607a5a · outbound
This paper cites OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.010398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed36c7b1-e5cb-491c-b3c1-ecc56dfc9c8c · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.012841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a49e3718-f95e-4026-a5f5-0ac0de340ec5 · outbound
This paper cites StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.015160Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 420a5d6b-82a0-4e9c-97f4-e00fa50e180c · outbound
This paper cites E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.017689Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebc798c4-f520-4f9e-8b3f-6eef9486475d · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.401107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7b0e7426-b2f9-414d-8ade-fed24f1340f5 · outbound
This paper cites Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.023334Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 176d99bb-a4b2-4dbd-b5ed-83a21c18dae9 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.393918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f07fedcc-806e-4850-a9eb-4833e927b7d5 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.386759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5a549eee-007e-4704-830e-b56c9a39e8ce · outbound
This paper cites Lawrence Zitnick, and Devi Parikh.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Lawrence Zitnick, and Devi Parikh
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:03:14.379613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 998eb457-fc7c-4e94-9cfc-dd622733a284 · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.032751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8eb0e784-8b2e-4aff-8245-0d2dbdd6e43e · outbound
This paper cites OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.035067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85291699-b20d-458e-8586-54e298b76647 · outbound
This paper cites Qwen2.5-Omni Technical Report.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Qwen2.5-Omni Technical Report
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.037742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46f8794c-4d6e-4420-8c39-7195e583ed0c · outbound
This paper cites TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.040372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20623d6c-9e16-4f52-a6bc-4b75886e1e2c · outbound
This paper cites an unresolved cited work.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:03:14.371311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 209fa54e-22a5-428c-89cd-1c8afee2b76c · outbound
This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.045371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 009ac0f9-9498-40c2-b9cd-b9a93ba48836 · outbound
This paper cites Long Context Transfer from Language to Vision.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models Long Context Transfer from Language to Vision
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.047880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a6aeb78-0594-46dc-9dd5-0891c5923a75 · outbound
This paper cites BERTScore: Evaluating Text Generation with BERT.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models BERTScore: Evaluating Text Generation with BERT
Reference 33
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fd3de2e-9751-44be-9eab-992a8c16393c · outbound
This paper cites online" 'onlinestring :=.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models online" 'onlinestring :=
Reference 34
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e4d065e-de94-4dc6-b3b2-278454a4024a · outbound
This paper cites write newline.
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models write newline
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:14.058499Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
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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
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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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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.