Paper Citation Record · LEDGER

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2505.24257.

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

pith.paper-citation-record.v1
2505.24257 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:20.069930Z

measured 44 of 44 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:39:16.162199Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:49:59.931721Z

Reference resolution

41 of 41 outbound references displayed

verified exact3
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c1df4f04-256e-4a12-91d3-e17be3633e7d · outbound

This paper cites online" 'onlinestring :=.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:15.899401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c8997e6-ddc1-412b-a936-2c1e70857a35 · outbound

This paper cites write newline.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:15.995179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae6b289-f377-4d2e-9018-4aa6a26a220f · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-07T12:35:20.591961Z

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 a02f28ca-6b43-4393-b617-ad0ba9419286 · outbound

This paper cites SpatialBot: Precise Spatial Understanding with Vision Language Models.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames SpatialBot: Precise Spatial Understanding with Vision Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:16.202407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8eb4c3-90d4-47fa-bb7e-a9a69d7c66a4 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.879638Z

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 607fa2d7-aa7d-4284-bbf3-fd3301f72f14 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:16.441969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d6801a5-3065-4438-8c9b-5c423e241eb5 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.780208Z

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 f54c130c-f951-4ec7-b26a-6b985c5fb027 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.663662Z

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 8fc8b8f4-375a-41c1-9a62-65e09f4b8670 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:16.843509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbddbca0-84da-4710-b7c4-3050595eb9dc · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:16.993134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b25fd43-d96a-4a80-8740-db983e4dbb7d · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.523815Z

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 8918b6ba-96ce-472d-9399-16ed01e35041 · outbound

This paper cites MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:17.230520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb89d23e-a168-4380-90df-ad42d1da8141 · outbound

This paper cites GPT-4o System Card.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames GPT-4o System Card

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:17.359402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 641594ad-994d-4041-84b1-d7c1ca5d8d1b · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.396801Z

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 ddb352ee-a02f-48da-ad78-10eb824c87af · outbound

This paper cites what” and “where.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames what” and “where

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:22.266674Z

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 2caffad4-d247-47d8-8d19-72917d1f1d27 · outbound

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

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames LLaVA-OneVision: Easy Visual Task Transfer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:17.712616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 962f5bfe-1aa1-4246-9535-3be41658c642 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.171918Z

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 292307aa-50aa-4b8e-ad88-d44a0372db00 · outbound

This paper cites Improved Visual-Spatial Reasoning via R1-Zero-Like Training.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Improved Visual-Spatial Reasoning via R1-Zero-Like Training

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:17.956196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68399f19-443a-4216-9391-869add710de0 · outbound

This paper cites Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:18.039306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 021c3289-287d-4576-81e2-5117fd9cfc06 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:18.170925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1689a9ba-50ae-441e-b045-de024cdc05a0 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.041372Z

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 29b776a0-286c-4c27-9c3b-6024ca40b515 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.923965Z

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 45d25082-3dfd-4655-b6e1-7ed52ddf7010 · outbound

This paper cites Newcombe.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Newcombe

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.787856Z

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 64cc6b8b-9e79-4452-8c8f-43cbbc82b203 · outbound

This paper cites Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:18.562580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c247fffc-2e12-47d7-bb92-50bb17d12841 · outbound

This paper cites EgoSplat: Open-Vocabulary Egocentric Scene Understanding with Language Embedded 3D Gaussian Splatting.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames EgoSplat: Open-Vocabulary Egocentric Scene Understanding with Language Embedded 3D Gaussian Splatting

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:18.667952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa831099-4d4e-4cb3-9332-4e1ebc8a0e67 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-07T12:35:20.396695Z

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 f05b21c1-1d15-452f-86db-053e3882a44c · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.667501Z

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 f24b02b5-07eb-49ea-a185-794767cc69ec · outbound

This paper cites Part, Ioannis Papaioannou, Arash Eshghi, Ioannis Konstas, and Oliver Lemon.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Part, Ioannis Papaioannou, Arash Eshghi, Ioannis Konstas, and Oliver Lemon

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T12:35:20.250837Z

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 21dc22f5-b8fc-4ad2-9110-bb8f96481437 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.045072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b0e286-2158-4ce8-9709-251078985dc8 · outbound

This paper cites Learning to Track with Object Permanence.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Learning to Track with Object Permanence

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.124162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07aea13a-23aa-4eb9-adc2-af4fea87ce9a · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.191392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61383a7d-f345-47fe-a115-7a9a6573a9d5 · outbound

This paper cites Spelke, Frances Ranxiao, and Wang.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Spelke, Frances Ranxiao, and Wang

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.556160Z

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 1a27a710-b5f4-41e5-9d5d-e78a4c032497 · outbound

This paper cites LongVILA: Scaling Long-Context Visual Language Models for Long Videos.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.402144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696499ed-097f-428f-9e0d-8d269e8e2a7e · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.493634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65b8fd3d-f386-4265-9fa1-1527edb8d324 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.438484Z

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 76ba3cf8-36d9-43a8-88d2-a4a7ab3297d8 · outbound

This paper cites Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.670582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5807e897-3a23-4b75-9f96-1bb60033d704 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.276197Z

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 d53d132d-96fb-4e93-88c5-ec371e804f19 · outbound

This paper cites Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.838336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e622cc6-2957-4461-9695-cfa5ae4cfc4e · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.099967Z

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 2bd18a94-cd19-4feb-b1c7-cd134dfab159 · outbound

This paper cites an unresolved cited work.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:19.988511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9eba971-990b-4037-98c2-afd389d58a14 · outbound

This paper cites LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness.

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:20.069930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 101bdc7f-b9b1-4780-b22d-52aa5939f731 · inbound

Mind Meets Space: Rethinking Agentic Spatial Intelligence from a Neuroscience-inspired Perspective cites this paper.

Mind Meets Space: Rethinking Agentic Spatial Intelligence from a Neuroscience-inspired Perspective Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames

Reference 169

Resolution: unresolved; no resolver link, observed 2026-08-04T19:39:16.162199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d150985a-831d-4cd3-9035-5e636074bcc4 · inbound

SpaMEM: Benchmarking Dynamic Spatial Reasoning via Perception-Memory Integration in Embodied Environments cites this paper.

SpaMEM: Benchmarking Dynamic Spatial Reasoning via Perception-Memory Integration in Embodied Environments Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:06:11.691203Z

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 42bec9f8-b6b4-4110-8e6e-85f698c0c1ec · inbound

SpaMEM: Benchmarking Dynamic Spatial Reasoning via Perception-Memory Integration in Embodied Environments cites this paper.

SpaMEM: Benchmarking Dynamic Spatial Reasoning via Perception-Memory Integration in Embodied Environments Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:49:59.933230Z

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.