Paper Citation Record · LEDGER

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?

As of 7 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2506.16450.

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

pith.paper-citation-record.v1
2506.16450 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:42:06.034751Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T19:05:26.015345Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T19:06:30.573744Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy4
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6205e0c4-e0c7-4c49-bbed-32e6cdeb5802 · outbound

This paper cites In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:04.642963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e37649-9b95-4238-ac0f-2a53b3d1b8c1 · outbound

This paper cites In: CVPR (2024).

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? In: CVPR (2024)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:42:08.394271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 332f8ec2-52c3-4a17-829d-c8407ccc136e · outbound

This paper cites Streaming Video Question-Answering with In-context Video KV-Cache Retrieval.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? Streaming Video Question-Answering with In-context Video KV-Cache Retrieval

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:04.915126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff9fe540-7453-4998-ad20-ed4b7f01a12c · outbound

This paper cites Ego4D: Around the World in 3,000 Hours of Egocentric Video.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? Ego4D: Around the World in 3,000 Hours of Egocentric Video

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:05.007036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b69ca2-102c-4252-afca-d18c13e564fa · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? LLaVA-OneVision: Easy Visual Task Transfer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:05.115153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 180a0352-b7fc-4242-a611-0101eb465c70 · outbound

This paper cites an unresolved cited work.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:42:08.105399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a6d2109a-789d-4567-8e50-0c1ac1c10770 · outbound

This paper cites an unresolved cited work.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:42:07.913445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa21bac2-c9d8-4880-a8c6-06e7f268ed7b · outbound

This paper cites In: Ranzato, M., Beygelz- imer, A., Dauphin, Y., Liang, P., Vaughan, J.W.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? In: Ranzato, M., Beygelz- imer, A., Dauphin, Y., Liang, P., Vaughan, J.W

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:42:07.607242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ddf64084-04f4-4260-8389-fbef50ca85f4 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? Gemini: A Family of Highly Capable Multimodal Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:05.672849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee4710b-13fa-45cc-ab82-6ad0f304e978 · outbound

This paper cites Organization of memory1(381- 403), 1 (1972).

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? Organization of memory1(381- 403), 1 (1972)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:42:07.352929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26244bf5-0094-4a2f-a175-3efb65d83ac2 · outbound

This paper cites InternVideo2: Scaling Foundation Models for Multimodal Video Understanding.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:05.964749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 585a0189-6a6c-4ccb-9797-a06ce8452a52 · outbound

This paper cites an unresolved cited work.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:05.998084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b3c3df-9f57-4003-a1f1-73aab35ad4f2 · outbound

This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:06.011626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61660969-f4d6-4453-a293-c4402d6c8a38 · outbound

This paper cites In: Forty-first International Conference on Machine Learning (2024),https://openreview.net/forum?id=FPlaQyAGHu.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? In: Forty-first International Conference on Machine Learning (2024),https://openreview.net/forum?id=FPlaQyAGHu

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:42:07.116018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 63c24f57-0046-4c73-84e3-e6dc721fa729 · inbound

Exploring Multimodal LMMs for Online Episodic Memory Question Answering on the Edge cites this paper.

Exploring Multimodal LMMs for Online Episodic Memory Question Answering on the Edge How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:06:30.576722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.