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Paper Citation Record · LEDGER

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding

As of 23 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.04587.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.04587 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:28:40.527544Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy33
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41643fe5-1ec1-4e37-a05c-32f8e3a2ce4e · outbound

This paper cites Claude code.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Claude code

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:36.114059Z digest=sha256:96e44adfd048aeb45774f76ddd7ac53cdc9d60a0f65d0baf7f45bf8f9d9179b0

Observation 295ecae5-ed8b-44af-8672-500206bc3780 · outbound

This paper cites Cg-bench: Clue-grounded question answering benchmark for long video understanding, 2024.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Cg-bench: Clue-grounded question answering benchmark for long video understanding, 2024

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:36.190927Z digest=sha256:1e197d24618084a7cfb3475e8d44093b2372db458399b7135b64db5c029a783b

Observation 4f29ecf3-a921-40a8-ac42-1bb7623f27c4 · outbound

This paper cites GraphVideoAgent: Enhancing long-form video understanding with entity relation graphs.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding GraphVideoAgent: Enhancing long-form video understanding with entity relation graphs

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:36.366711Z digest=sha256:c4a06bd27739721dc060cef9710335fba5801f9db805547d5bb6e48da6f06244

Observation e2559b31-d232-4135-9f5b-fc7e8f4c6fab · outbound

This paper cites TC- Pad’e: Trajectory-consistent Pad’e approximation for diffusion acceleration, 2026.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding TC- Pad’e: Trajectory-consistent Pad’e approximation for diffusion acceleration, 2026

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:48.296765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:36.509438Z digest=sha256:da14f4a594ee5c26f9c84491c6a65b2be5b4e6e5399ca35854389e0100d2cb18

Observation 0db988a4-d994-4f68-bc09-3ed797a2a308 · outbound

This paper cites Diffusion probe: Generated image result prediction using CNN probes, 2026.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Diffusion probe: Generated image result prediction using CNN probes, 2026

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:47.953498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:36.658141Z digest=sha256:fbf7f5016903a9573dc158f0815edae9fb7da88058320effcf9f7904237530cf

Observation 6fe23ce1-b231-4d07-abbf-5c41b701f574 · outbound

This paper cites simpleposter: a simple base- line for product poster generation, 2026.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding simpleposter: a simple base- line for product poster generation, 2026

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:47.714457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:36.783049Z digest=sha256:81c9b819d6f7c694b8ec5621944927539c78c34ca93be24ee06e5a2af1860f42

Observation 8f228e6e-fa31-42e6-bbd5-5e6520c0623f · outbound

This paper cites Video-mme: The first-ever comprehensive evalu- ation benchmark of multi-modal llms in video analysis,.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Video-mme: The first-ever comprehensive evalu- ation benchmark of multi-modal llms in video analysis,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:47.402941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:36.929383Z digest=sha256:d8d33abb23ce08fb6921af7e7ea45d0decb0246124522095d52fbc86f360f5ea

Observation 470f7be9-83f6-4a80-b26c-022769ea8866 · outbound

This paper cites Automated design of agentic systems.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Automated design of agentic systems

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:47.117642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.049295Z digest=sha256:708f7c910fa8bbac35e6d480bbc08d29f064dfe49cb29cd0913da3eacf5d227e

Observation 626697cb-1653-4617-9de4-0d7476e26cb4 · outbound

This paper cites RAMS-Trans: Recurrent attention multi-scale transformer for fine- grained image recognition.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding RAMS-Trans: Recurrent attention multi-scale transformer for fine- grained image recognition

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:46.859573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.173589Z digest=sha256:fd7ae256dc2dfe933cdd6b928ce0c62baf0fa66f9598ecf9bbc3ee1bdc3bada2

Observation cc9734c7-8ac5-42cc-a1f6-9edf4c1ab772 · outbound

This paper cites Perceive- to-reason: Decoupling perception and reasoning for fine-grained visual reasoning, 2026.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Perceive- to-reason: Decoupling perception and reasoning for fine-grained visual reasoning, 2026

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:46.621522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.366276Z digest=sha256:d00154884d3a28fdf49f3ba1f547b4de47465e96d5633f184eea3709b2472f69

Observation 24315fb7-dd62-4b44-9a9c-a8dea9e0faaf · outbound

This paper cites Lenswalk: Agentic video understanding by planning how you see in videos,.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Lenswalk: Agentic video understanding by planning how you see in videos,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:46.344911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.519822Z digest=sha256:7cb2d7f0ea550799f10de9f2aaacdbad86cb2c3091fa1385dba2133a3df7a7c8

Observation a5cdda10-7e85-42ee-b12b-e36e956f2cfe · outbound

This paper cites Videoseek: Long-horizon video agent with tool-guided seeking, 2026.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Videoseek: Long-horizon video agent with tool-guided seeking, 2026

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:46.078779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.611766Z digest=sha256:8d1a098ef3e9438820491991e66293017799c69b3de9f7667a645f7fe1cdd9ca

Observation d0ffa3d8-7619-46e2-92d4-5fa776602baa · outbound

This paper cites an unresolved cited work.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:28:45.837805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.728874Z digest=sha256:dc7014ba231b1c4780e9c317046073db445d7968cc38285ddd0760ac1da21994

Observation 05b1ffe5-928f-4f5e-9da8-785ca434e1ca · outbound

This paper cites VideoMind: A chain-of-LoRA agent for temporal-grounded video reasoning.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding VideoMind: A chain-of-LoRA agent for temporal-grounded video reasoning

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:45.576169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.840677Z digest=sha256:0a036b19b29cd821cf389b5649005b5f8d3945bb716ccf7a4a56830707be029c

Observation 47fb6933-2e63-4e77-9aa8-a2ffd20ff1fb · outbound

This paper cites Seeing, listen- ing, remembering, and reasoning: A multimodal agent with long-term memory.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Seeing, listen- ing, remembering, and reasoning: A multimodal agent with long-term memory

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:45.343957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:37.945615Z digest=sha256:8607f9424d0f869cb68bb4495cd5077058a696af44ac5de28e201724657de20c

Observation 2bb09e34-8aaa-47c7-9bcf-18cba6f85243 · outbound

This paper cites Openai codex.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Openai codex

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:45.098262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:38.082147Z digest=sha256:fe1dd9b1d23561b41f50cc17907bc5365266afadeed1a895eff5318930344d30

Observation c731efaf-d051-4e86-a67c-622478843faf · outbound

This paper cites Yuvion VL: A multimodal foundation model for adversarial content and AI safety, 2026.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Yuvion VL: A multimodal foundation model for adversarial content and AI safety, 2026

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:44.891333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:38.225025Z digest=sha256:d817478db131fae3662d5f9d0517bc7a25eb76b65f2a84580e8a337f7f49ab4d

Observation e54f05ca-f5ff-4ad1-a3b1-fb7a607cba77 · outbound

This paper cites Attentive eraser: Unleashing diffusion model’s object removal potential via self-attention redirection guidance, 2025.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Attentive eraser: Unleashing diffusion model’s object removal potential via self-attention redirection guidance, 2025

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:44.690832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:38.334858Z digest=sha256:adbb21db13b50162ea3f9cc68423ea557fcb446feb7bcba810cfdef5b21ca3c0

Observation 97d7f9e7-081d-43f2-b00b-31d6e496ceaa · outbound

This paper cites Open- vocabulary object detection with an open corpus.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Open- vocabulary object detection with an open corpus

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:44.503280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:38.498419Z digest=sha256:80653b3df1bf644df95d383bbd626ab3d1cb6e35fb4d105af01b0f5bfbdffcd6

Observation f32688bb-e9ac-4add-94ee-30ae749a32ec · outbound

This paper cites Videoagent: Long-form video understand- ing with large language model as agent, 2024.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Videoagent: Long-form video understand- ing with large language model as agent, 2024

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:44.301950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:38.647413Z digest=sha256:6da488e605509b56bdce9a71ed2472422e3ab81976068da3813548e88d337fdc

Observation 096b2fbf-0619-43a3-8e2e-5eb776462f7d · outbound

This paper cites VideoTree: Adaptive tree-based video repre- sentation for LLM reasoning on long videos.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding VideoTree: Adaptive tree-based video repre- sentation for LLM reasoning on long videos

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:44.076853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:38.779462Z digest=sha256:4ed0ee71706580a69cb7e4a9f6361c92f67f27e836b716666e9ab5b0ddf3b1ab

Observation 3b62c6d3-9f7f-469d-8965-709de4b9248f · outbound

This paper cites Longvideobench: A benchmark for long-context inter- leaved video-language understanding, 2024.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Longvideobench: A benchmark for long-context inter- leaved video-language understanding, 2024

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:43.886113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:38.905576Z digest=sha256:f1bd1b3a4a7f44b5e66dcd555fdd0da4d8467e4aad8d8ab13f66d911dd79c623

Observation 5a4a108e-5c1e-49cc-9ad8-0b4b5c3b020b · outbound

This paper cites Seeing but not thinking: Routing distraction in multimodal mixture- of-experts.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Seeing but not thinking: Routing distraction in multimodal mixture- of-experts

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:43.662507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:39.051759Z digest=sha256:d45e549fa0bb80a944f8bec7da165370ea06070956d3eea57f31f965a398aebd

Observation 0a80c223-8136-4b4e-a038-0f7b5ddc348d · outbound

This paper cites Symphony: A cognitively-inspired multi-agent system for long-video understanding.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Symphony: A cognitively-inspired multi-agent system for long-video understanding

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:43.479191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:39.169014Z digest=sha256:dbe4df38e60085f9b81e3d50c5b8f6c511977ffcb792307c9a139ca509739261

Observation b82e5979-21f9-45db-ac6b-316f4496fa41 · outbound

This paper cites Worldmm: Dynamic multimodal memory agent for long video reasoning, 2025.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Worldmm: Dynamic multimodal memory agent for long video reasoning, 2025

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:43.250821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:39.318229Z digest=sha256:30ba95ccdca442c12233a6df2f0d9934fcfb9af224f08c22005c47d10779ea2e

Observation 075b0a05-67bf-434d-850d-a3f0fa98ce1e · outbound

This paper cites Hierarchical long video understanding with audiovisual entity cohesion and agentic search, 2026.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Hierarchical long video understanding with audiovisual entity cohesion and agentic search, 2026

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:42.992854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:39.477574Z digest=sha256:76b17481466e692cd81ae8228f59de7b9a12c66a9ae80c1cc0c59197b36ef4a5

Observation 7f201548-0994-4196-b0db-b1fd030131b9 · outbound

This paper cites Videoarm: Agentic rea- soning over hierarchical memory for long-form video understanding, 2025.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Videoarm: Agentic rea- soning over hierarchical memory for long-form video understanding, 2025

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:42.729710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:39.651654Z digest=sha256:2508e6c7eb5f4c2f9278fe4c8c977f8c0e257d5ea621642b677e9ab7426c2a3a

Observation a6844819-2ef1-4ee8-bdc4-a3768443b5c1 · outbound

This paper cites EvoAgent: Towards au- tomatic multi-agent generation via evolutionary algo- rithms.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding EvoAgent: Towards au- tomatic multi-agent generation via evolutionary algo- rithms

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:42.423932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:39.773510Z digest=sha256:38fcc20123d09b38813dc36b59d1d762a4b71e556f1505d22a6a5633fa52e1f3

Observation f8accfb5-0636-4ba8-88ef-56198da83f32 · outbound

This paper cites AFlow: Automating agentic workflow generation.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding AFlow: Automating agentic workflow generation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:42.143696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:39.889785Z digest=sha256:c146e6d94948a4468213c269b5de8e0cd26d106869c731df9092577342b8c623

Observation 51e81c20-d3cd-4541-a8ae-40783b6e811e · outbound

This paper cites OmAgent: A multi-modal agent framework for complex video understanding with task divide-and-conquer.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding OmAgent: A multi-modal agent framework for complex video understanding with task divide-and-conquer

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:41.868710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:40.012914Z digest=sha256:7db8fc0a800f73c66dd49d5be4a29c606c1463db76ad599c0c50391710d7d9aa

Observation bfd64926-ce66-4c2e-8d47-79e447d5f5ec · outbound

This paper cites Deep video discov- ery: Agentic search with tool use for long-form video understanding.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Deep video discov- ery: Agentic search with tool use for long-form video understanding

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:41.603928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:40.130193Z digest=sha256:3c900e84f090664890a46f4afd4f05c6617827f49b97e0f64a0f53078b66227f

Observation f669e676-66b0-40d6-b4b7-89d87a7f0ab8 · outbound

This paper cites Deep video discov- ery: Agentic search with tool use for long-form video understanding, 2025.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Deep video discov- ery: Agentic search with tool use for long-form video understanding, 2025

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:41.370951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:40.269165Z digest=sha256:16b19abc2de8e27576c26b3f6bb4415f500658f3b9ea5a19913955f8a238051d

Observation 1924b7ce-049d-4840-a9ca-b02633f8f3dc · outbound

This paper cites Mlvu: Benchmarking multi-task long video understanding,.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding Mlvu: Benchmarking multi-task long video understanding,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:41.059931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:40.368522Z digest=sha256:fb241c1766f1078eec427496807c97005c46ec8d2bc5317c9d867d31ae724078

Observation 20973239-7458-4e6b-975b-86282cfae730 · outbound

This paper cites In fact, the earlier shape was this kind of whisk.

MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding In fact, the earlier shape was this kind of whisk

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:28:40.758096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:28:40.527544Z digest=sha256:b83c085f5b7fe6d1a78b230060be3b8a78f6aea0dfb95b94f0cb26996bd9710b

Pith citing papers

No inbound Pith citation observations are available.