Paper Citation Record · LEDGER

EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2308.09126.

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

pith.paper-citation-record.v1
2308.09126 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:50:21.460707Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:39:57.306434Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 64afd474-cd84-470f-a8c7-086f8848c8d4 · inbound

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark cites this paper.

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:22:35.036418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 46e6c3fb-224b-45ad-9dca-67673151045b · inbound

VCA: Video Curious Agent for Long Video Understanding cites this paper.

VCA: Video Curious Agent for Long Video Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T16:51:15.224560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e5744cd-a924-45b2-8ab4-c4eb5b1f5cca · inbound

Online Video Understanding: OVBench and VideoChat-Online cites this paper.

Online Video Understanding: OVBench and VideoChat-Online EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:57:40.076720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a7a086-642e-4a1c-8375-70f6a74947f8 · inbound

$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation cites this paper.

$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T21:21:45.710426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68a5db79-232f-41c0-be4a-2b388ff281c4 · inbound

MASR: Self-Reflective Reasoning through Multimodal Hierarchical Attention Focusing for Agent-based Video Understanding cites this paper.

MASR: Self-Reflective Reasoning through Multimodal Hierarchical Attention Focusing for Agent-based Video Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T10:50:21.460707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2942772e-a2f3-4211-b5d8-6c2a222f5199 · inbound

VideoLLM Benchmarks and Evaluation: A Survey cites this paper.

VideoLLM Benchmarks and Evaluation: A Survey EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T04:10:57.295597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ebb7c6-b8f5-4554-81cc-2595dd0a4c2b · inbound

Movie Facts and Fibs (MF$^2$): A Benchmark for Long Movie Understanding cites this paper.

Movie Facts and Fibs (MF$^2$): A Benchmark for Long Movie Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:56.930356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e01ba51-5333-48b2-be59-6a13003a0f9b · inbound

CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models cites this paper.

CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:00.265342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 468d22ad-8ab8-4b9f-b59b-9d312cb0db29 · inbound

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models cites this paper.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:30.134630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0001093-1c8d-428c-8368-db9820138888 · inbound

Infinite Video Understanding cites this paper.

Infinite Video Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:12.839920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86434552-e4a1-40e7-b298-5d29ddd11a74 · inbound

HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding cites this paper.

HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:57:53.948203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 05cf38b2-0bf8-4475-b41a-9d86e78056f9 · inbound

Adaptive Greedy Frame Selection for Long Video Understanding cites this paper.

Adaptive Greedy Frame Selection for Long Video Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:25:18.980287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e0e18d26-0bf9-486f-b1f2-9c81172d79f5 · inbound

MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference cites this paper.

MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T01:45:52.094055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c04ffac2-679e-424d-a546-0c9ed249b1ff · inbound

HumanNet: Scaling Human-centric Video Learning to One Million Hours cites this paper.

HumanNet: Scaling Human-centric Video Learning to One Million Hours EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:10:54.191355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f0cc8be1-9168-4401-b590-c2240d6e1ad1 · inbound

EgoCoT-Bench: Benchmarking Grounded and Verifiable Operation-Centric Chain of Thought Reasoning for MLLMs cites this paper.

EgoCoT-Bench: Benchmarking Grounded and Verifiable Operation-Centric Chain of Thought Reasoning for MLLMs EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:53:22.271439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ccad6fc8-7167-48d0-a6bc-5f44830d7c13 · inbound

EgoProx: Evaluating MLLMs on Egocentric 3D Proximity Reasoning Across a Cognitive Hierarchy cites this paper.

EgoProx: Evaluating MLLMs on Egocentric 3D Proximity Reasoning Across a Cognitive Hierarchy EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:34:40.524149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc68e372-e42d-4d31-9ffa-227accf43bb7 · inbound

TeachObs: A Human-Validated Benchmark for Multimodal Teaching Observation and Model Evaluation cites this paper.

TeachObs: A Human-Validated Benchmark for Multimodal Teaching Observation and Model Evaluation EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:12:46.641053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09494012-2fb3-4efb-8910-3abc33393d82 · inbound

Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion cites this paper.

Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:12:34.434642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b38608ab-01fb-4bc1-b61a-febc772f53a0 · inbound

Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion cites this paper.

Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:44:38.506790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a35d243a-9411-42c6-a6eb-2415516408d5 · inbound

SuperMemory-VQA: An Egocentric Visual Question-Answering Benchmark for Long-Horizon Memory cites this paper.

SuperMemory-VQA: An Egocentric Visual Question-Answering Benchmark for Long-Horizon Memory EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:02:34.145726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b33479a2-f95b-47b1-bb50-245f20f7b627 · inbound

NextMotionQA: Benchmarking and Judging Human Motion Understanding with Vision-Language Models cites this paper.

NextMotionQA: Benchmarking and Judging Human Motion Understanding with Vision-Language Models EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:26:46.156168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ceec0df-85e7-4ce4-8fab-9895482f6318 · inbound

MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention cites this paper.

MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.890023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f2851b0-9617-47dc-92f0-6fb59e21afad · inbound

EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding cites this paper.

EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:39:57.307946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 365b3d41-34c0-4c51-bf09-e04b99c0b6c3 · inbound

From Accuracy to Visual Dependence: Auditing and Filtering Modality Collapse in Traffic VideoQA cites this paper.

From Accuracy to Visual Dependence: Auditing and Filtering Modality Collapse in Traffic VideoQA EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:14:18.581710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dbf7d4f3-fae6-4381-8f1b-f91477ad19b1 · inbound

MEMORA: Embodied Action Memory from Egocentric Videos for Reasoning and Planning cites this paper.

MEMORA: Embodied Action Memory from Egocentric Videos for Reasoning and Planning EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T02:42:47.589671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7e99be9-fe47-41e4-a095-7abe1408cc75 · inbound

ObjectStream: Latent Objects as Memory Anchors for Streaming Video Understanding cites this paper.

ObjectStream: Latent Objects as Memory Anchors for Streaming Video Understanding EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T03:21:46.535881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0885d0-099b-498c-9184-bfdcca6e8f75 · inbound

CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Models cites this paper.

CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Models EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T23:46:51.588231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.