Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T00:30:12.190492Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 81 inbound Pith citation observations for arXiv:2407.15754.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T00:30:12.190492Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:54:16.504426Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
76 of 76 outbound references displayed
External citation measurements
2
pith, observed 2026-08-05T02:28:24.338817Z
Observation 9778ac48-8944-47cb-8e6f-258cc0d91a87 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation aa581938-1694-49b2-8a0d-d5c81a5d3aa5 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5e3c471b-e652-4fa8-b987-b3cf93fd9edf · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding (a) Did you state the full set of assumptions of all theoretical results? [N/A] (b) Did you include complete proofs of all theoretical results? [N/A]
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4686ddf8-6d03-405f-b2a8-fd4068496ca8 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding for benchmarks)
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 208e8b85-27dd-47b2-93b3-fc7405a36794 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e17ff800-ba92-445a-9d91-4bc0dbbb7210 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding type": "image_url
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a76c3055-df89-49a2-8d17-af72f6ae45ac · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0e4c9b66-aacc-4f68-9d63-722718fd4b22 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e357e29a-c130-453e-8795-18fd806ac2dd · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9d5561d4-55df-41c3-95bb-47ad83b04603 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding S CENE -REFERRED OBJECT (S2O)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 46016355-a204-4ebd-950f-3b70e34c7acc · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4a2dcf99-66cd-4768-a06f-908a2899c9ac · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 60dcdbe6-2cae-42a9-b8d6-2d9f28721389 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding S CENE -REFERRED OBJECT ATTRIBUTE (S2A)
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 50ffa68f-db10-48e7-9a43-8ad2c213cfe1 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f0cc634c-8c3a-41b8-8f55-efd8c80fa748 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bf92060a-f2de-4c54-82c2-fb2508ae21b2 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 72014946-0eef-49f0-b4f1-ffa1479eead4 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding EVENT -REFERRED OBJECT (E2O)
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9588a877-7426-4fc8-9943-26c6896fe20b · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e95480e1-8263-48e7-aa63-3e5f884117eb · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1b47bc9c-09d2-493f-a5ad-577e6c24c99a · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b252bc85-7042-487f-8a9c-ae19f37622d5 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding The options should also be as detailed as possible
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2502aa5d-639f-4ded-8b07-50753764f847 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding OBJECT -REFERRED EVENT (O2E)
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 451a23d5-87c9-48cd-a5ee-62a1f61e1480 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f027944b-4e1c-4610-bcf5-8ba5e754e96e · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 59db06d9-a26a-4638-a896-5660c4729578 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 460b0e1b-4560-4a2a-a467-472fe30610be · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d8f715f0-742b-4020-bf43-a2c695273655 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding T EXT-REFERRED EVENT (T2E)
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 86daad49-8773-4206-aacf-db88a91b5523 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c884ea5d-6812-4fd1-acc0-bd44d20eadf4 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ea3dd964-7f10-4e6f-a0cc-96e749de6332 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3d0a6199-c30a-486b-9003-54fc9e02b1b0 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding bidirectional encoder
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fa7cefe8-4f9d-4be0-8a46-498d98d34107 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 674e5fb4-b2d7-4930-9b80-4ab86f9123d6 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e7b62866-2161-4ffc-a99b-7dfb25d15b9e · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0deebc30-e593-404a-8365-0174a555470f · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding revolutionary changes
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 175394b3-2f44-4a36-925a-551c959ef776 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5b15de22-e16e-4766-970c-300d5ad6abfe · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 546940db-fcf0-4f20-b887-65effbfd8a33 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 57851ca6-89ac-4d68-a3ec-16ba710b2bd2 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 077ae30f-319e-444b-9758-8a1b14bebae2 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding The specific instructions for each category of (L2) questions are as follows
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a7ee1bd7-7f26-43d3-b626-edc0cd042712 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8682e29f-27bb-49d6-97ad-d3a4f87a3f9b · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 332c80fe-b556-433a-889e-6662556de7e1 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding O BJECT BEFORE /AFTER OBJECT (O3O)
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation eaa2d8ce-76fb-4868-a944-0938cca749a9 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cb6077ea-8dba-4efd-92e2-39017295c626 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8bf19a34-6018-4426-a4aa-c561442c39dd · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding S EQUENCE OF SCENES (SSS)
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2c18883f-ac04-4e8d-a205-0bde7dbd1a85 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation edb2339e-e28e-4400-ac1b-f38a4ab7971d · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e3b2fa75-e789-4589-9236-33fcdef64404 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3c09f3f5-b940-4714-8626-948a5a144a45 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding First, a segment of the experiment video is played, then slides with text are shown, and finally XXXX
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation da006f10-b2bd-4144-b26f-02d3a93c8a1e · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 09c1e360-1473-4b6e-a08b-ee9297a37b14 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cf154d86-38a8-4ebf-a661-cfe0b8b84014 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Square on a sunny day, – B
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5cb79dad-52de-4f9d-9a3c-1f2bb73aec4f · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a443d663-3013-41ae-8292-f6ebd0911e62 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bc575d9c-a1ef-4646-b270-a249942b8746 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Changed from a white T-shirt to a black vest – B
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a6cc860e-fd61-4cd9-8b82-d2a745f1a600 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 10f79ac5-a18a-4f49-9187-2ae2a114eec1 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f6c2e0d3-19fc-4660-a0d7-2ed8f930a047 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 65
Source-reported events for the cited work
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Observation 081bced1-1f62-4de0-8695-e217fb9014d8 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding I eat an apple every day
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c683be6a-a681-4853-8996-0d64f068e32a · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3a4ae5b3-a99c-4d33-b589-1acdbf4fc8b5 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 99341c00-171d-4e09-868e-965a550151a3 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1c39d814-416c-44e1-a61a-f21932e6a694 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding 100 years later
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f9aedfcb-851a-492d-a7a5-a4f5ed49ccca · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 89e08865-b714-4465-8a26-0b0acca26544 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3caf0330-8dfc-44b5-b093-5c2e1a3900c5 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ad199cda-3775-4501-adee-1baf98289596 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding T EXT-REFERRED OBJECT ATTRIBUTE CHANGE (TAA)
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e81267e2-af6d-4fab-9fb8-24dcb52290e2 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding 21 Figure 6: The annotation interface for L ONG VIDEO BENCH
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dd7db6ab-de13-47e4-8f66-19ea9d9fd8f7 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9c6cb916-7ef4-40f2-9199-566b1af1e3fd · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cdf15c9e-b554-42be-9246-0e992d33b1a2 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding I am going to sleep
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5f5fab09-050f-4880-ac5b-b8ce4cffe41a · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 64e7acfa-a56d-4779-ae9f-efec16703dbd · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Each annotation includes the following terms: (a) A question; (b) One or more timestamp(s) on the question; (c) Four to five options; (d) A checkbox to pick the correct option
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f504f5b8-369a-4d64-826e-69f7fb354dd7 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Unresolved cited work
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4cab70c6-e716-4d2f-9021-81c2b93ee0b0 · outbound
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding raw” data saved in addition to the preprocessed/cleaned/labeled data (e.g., to support unanticipated future uses)? If so, please provide a link or other access point to the “raw
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5ab2c9a1-5bd2-4dca-8ab2-35b1de4d3d59 · inbound
MLVU: Benchmarking Multi-task Long Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0776a99f-8bb0-48c6-afe1-d07ef7994b04 · inbound
LVBench: An Extreme Long Video Understanding Benchmark LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1ec9fb76-6e93-432d-bbe2-38363f906f95 · inbound
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 253
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8f25afe6-c526-4608-ba71-a17de0a9feac · inbound
LongVILA: Scaling Long-Context Visual Language Models for Long Videos LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 13c7293b-8856-4dbe-af2f-33d45d80e6b2 · inbound
LLaVA-Video: Video Instruction Tuning With Synthetic Data LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 63dfb193-06fd-487b-8e67-027fdcb92d8e · inbound
LinVT: Empower Your Image-level Large Language Model to Understand Videos LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7572919b-ecc4-47ab-ba8a-5423514ad5e5 · inbound
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 263
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c054daf9-5de4-4596-8ef1-d3b6a04e9b40 · inbound
Neptune: The Long Orbit to Benchmarking Long Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b7e8238-17d8-484a-b613-4a2af470a1d6 · inbound
PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 131
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 532c93ea-2b2f-4399-be6b-79ca608ecb77 · inbound
Apollo: An Exploration of Video Understanding in Large Multimodal Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d1af7f1-7ea6-4bf5-b7af-944bef1cc46d · inbound
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 168359ec-92d4-4ff7-be2d-8a08834f87b4 · inbound
FocusChat: Text-guided Long Video Understanding via Spatiotemporal Information Filtering LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce983033-dab8-43e7-aea3-502ceda644f5 · inbound
A Survey on Large Language Model Acceleration based on KV Cache Management LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 300
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4de7f155-5d02-4109-9a9a-0c302c4cdc64 · inbound
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cc24b07d-9249-4d58-9b55-3dc15e5479ec · inbound
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 56b398d2-a2a2-4efb-9779-f18fdb255c2f · inbound
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 73d0fb67-fa4f-4517-ba83-ea220dd15072 · inbound
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 41e79b09-b4b4-4c5d-a509-1a2bda6a9979 · inbound
Temporal Preference Optimization for Long-Form Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d49048db-9381-46d5-b43a-c05e9d6b6cf5 · inbound
TinyLLaVA-Video: Towards Smaller LMMs for Video Understanding with Group Resampler LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c31406fa-23c2-4c2a-bcd2-cd967d7b8ef5 · inbound
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21dda9e6-26c1-4c46-ab0d-76e8d652c64f · inbound
Ola: Pushing the Frontiers of Omni-Modal Language Model LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c74e2860-64ee-48c9-aeeb-b2636d4cfa30 · inbound
Qwen2.5-VL Technical Report LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 63a6737f-eebb-4000-9f4b-f42660ad1d14 · inbound
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 130
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8043b115-0ff2-4797-8d51-347d8df59fdd · inbound
LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 12eb9dac-3327-471b-a1bd-e057e52bebb7 · inbound
QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 692ab0ed-be0c-493f-b724-84e4e1f72e74 · inbound
Hardware-Efficient Attention for Fast Decoding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91e2bce3-dc08-4307-8092-8bb49921bed9 · inbound
VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2bdbbba-6147-4a80-b3e4-0fcdc8e64677 · inbound
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07b2a234-bd0f-4ea4-832d-8429a0bf96d2 · inbound
FlexSelect: Flexible Token Selection for Efficient Long Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff2fa1cb-25de-4f53-b015-109f3cbeb062 · inbound
ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca11976d-f9ad-4707-a57a-bbee01e75148 · inbound
DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97733af1-ffa8-44d9-afbc-b1ffe073f836 · inbound
MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal Reasoning LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21397d08-1c0d-4164-9c4f-9539c132815f · inbound
Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc1e9d7c-528b-49e6-9fda-5a5a44fc868c · inbound
Task-Aware KV Compression For Cost-Effective Long Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e423a24-2f0a-46a3-8cf4-c44392ca6812 · inbound
AuroraLong: Bringing RNNs Back to Efficient Open-Ended Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 92
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f8e6737-4707-4583-9059-de5e759740c3 · inbound
Enhancing Sports Strategy with Video Analytics and Data Mining: Assessing the effectiveness of Multimodal LLMs in tennis video analysis LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6143b35-bfaa-484d-9084-4430ec886d4b · inbound
Infinite Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1b6f5b0-a2c5-4240-9fbc-2148c901f64b · inbound
Position: Reasoning After Perception Means Reasoning Without Vision LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28fd947c-bfe8-4d0b-8954-e19b2f9e491f · inbound
VideoForest: Person-Anchored Hierarchical Reasoning for Cross-Video Question Answering LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c08bfd29-d16f-4ec2-95f4-4d6babff51e8 · inbound
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 150
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d2a7d53a-d7c2-465b-b727-eab4539bc83b · inbound
Omnidirectional Spatial Modeling from Correlated Panoramas LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30f607a5-3d78-4ca0-bd7e-55cf4a7b3c29 · inbound
Towards Effective Long Video Understanding of Multimodal Large Language Models via One-shot Clip Retrieval LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 568f6f02-179f-4512-827a-9618bc607977 · inbound
A Benchmark for Omni-Modal Reasoning in Long Videos LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24ed4400-a679-49f9-a356-461ff8d083e8 · inbound
Kimi K2.5: Visual Agentic Intelligence LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a58d0407-386b-4526-9330-34952f5f1076 · inbound
Prism: Spectral-Aware Block-Sparse Attention LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a616e393-cdc3-4dc4-bb3c-790457920b10 · inbound
ForestPrune: High-ratio Visual Token Compression for Video Multimodal Large Language Models via Spatial-Temporal Forest Modeling LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 91433a77-3929-4f0a-9cb5-d7d6801a2fca · inbound
QoS-QoE Translation with Large Language Model LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a1d6352e-cdb3-4735-b732-b06e87014c97 · inbound
Mosaic: Cross-Modal Clustering for Efficient Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1e17bb62-8cc7-4cd1-a6af-9a6a311f4557 · inbound
EasyVideoR1: Easier RL for Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c3f8103a-a35a-47ef-84f1-db1a2aa635fa · inbound
MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 219e4f1a-bdcf-42fb-9c87-0463583378fa · inbound
MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 39ca4d1d-1ee5-425e-9494-154691c33459 · inbound
TTF: Temporal Token Fusion for Efficient Video-Language Model LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 297fefa3-981e-452f-9939-0353cd9d22dd · inbound
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f4fb304-530a-4408-8c41-a9f529491be4 · inbound
An Efficient Streaming Video Understanding Framework with Agentic Control LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 946d8254-cbf5-4c78-bacd-17de86bbea5b · inbound
An Efficient Streaming Video Understanding Framework with Agentic Control LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7d62b82d-39d1-4342-8c30-8ae91ab1bef4 · inbound
EgoCoT-Bench: Benchmarking Grounded and Verifiable Operation-Centric Chain of Thought Reasoning for MLLMs LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 872929e2-6795-449d-b0d1-de25256d8cfe · inbound
TeachObs: A Human-Validated Benchmark for Multimodal Teaching Observation and Model Evaluation LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c6244c15-7190-4cf5-a795-16aaeca3cc3a · inbound
Multi-Scale Separable Fourier Neural Networks for Solving High-Frequency PDEs LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d42dc1e-3213-40cb-9ef7-06b95c3e94f2 · inbound
Multi-Scale Separable Fourier Neural Networks for Solving High-Frequency PDEs LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55dfa26a-804a-46b5-a080-6a6b4f15a3f5 · inbound
PEEK: Picking Essential frames via Efficient Knowledge distillation LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6fd908c0-611d-4160-adf7-a299b677d698 · inbound
VisionPulse: Dynamic Visual Sparsity for Efficient Multimodal Reasoning LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b4edbaed-a809-41bb-8800-3283032b198b · inbound
MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e5ffa6bf-aca8-44cd-a9d1-edb487d90560 · inbound
Harnessing Streaming Video in the Wild LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d8935e4a-e06f-4361-9c56-c5bb483fa60d · inbound
InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 239
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9b64af0e-6ea9-4c66-b1fb-991a5e64e76a · inbound
HPP: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 214
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 94c60c0d-7c65-4543-9738-6d11ffa630f3 · inbound
TuringViT: Making SOTA Vision Transformers Accessible to All LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ea97fda3-dbeb-4a0b-b958-904cbba4fd93 · inbound
HumanMoveVQA: Can Video MLLMs reason about human movement in videos? LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e8d11c16-d725-44f1-83f8-faa35cb9e3d2 · inbound
HumanMoveVQA: Can Video MLLMs reason about human movement in videos? LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e61ca1cd-6bcb-4d80-80f7-7efbe79f15d5 · inbound
From Accuracy to Visual Dependence: Auditing and Filtering Modality Collapse in Traffic VideoQA LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 764730a7-0eef-4edd-ad3c-c58cb9d0d784 · inbound
EFlow: Learning Evidence Flow for Long-Video Reasoning with Adaptive Reflection LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c35bc9f5-5714-468c-a5f2-465057f61b41 · inbound
EFlow: Learning Evidence Flow for Long-Video Reasoning with Adaptive Reflection LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58b91602-6fc8-424f-a71e-b6fe58998e8a · inbound
EFlow: Learning Evidence Flow for Long-Video Reasoning with Adaptive Reflection LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 440bf13e-0fa7-40d0-b7b4-d37f5da42a69 · inbound
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a41d2246-b9ea-4d8b-a2e1-83d53d033fdb · inbound
DELTAVID: Enhancing Fine-Grained Spatiotemporal Perception with Cross-Video Differences LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 53
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Observation 43fc2d0a-4e5a-49ff-8900-0cd58958772e · inbound
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 94
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Observation f0c34a32-a501-489c-b451-3a44d115b350 · inbound
Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 120
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Observation 1c803385-804f-4d59-9e6e-d27819625dd2 · inbound
CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 25
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Observation 6d0275f8-b6b2-4745-a2f3-52fe59b7d08a · inbound
AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 44
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Observation d072fc63-4471-401d-bf6e-e8000cacb45b · inbound
CLIP-CC-Bench: Evaluating Paragraph-Level Video Descriptions in Video-Language Models LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 34
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Observation abc2a3de-42ec-41a4-9a5c-bffa94bcc04d · inbound
The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 35
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Observation d88f57ac-3e11-4f7a-b937-26d411effd17 · inbound
Capek 0.5: An Execution-Centric Vision-Language Model for Embodied Intelligence LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 76
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