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Paper Citation Record · LEDGER

An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2411.06048.

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

pith.paper-citation-record.v1
2411.06048 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:36:21.486935Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:43.214652Z

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 a4532fb0-a63d-47eb-bfe9-83c99d75f682 · inbound

Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT cites this paper.

Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T12:36:21.486935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:36:21.486935Z digest=sha256:e16217a495638ad4ed724ab968b9e1808d8e7daaa9af591b99baea6f89771092

Observation 0ea5f7f5-25b9-4990-8352-8fe4af0d8431 · inbound

BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models cites this paper.

BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T10:35:44.119016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:35:44.119016Z digest=sha256:181f069a4d396c66222ecb68ae060eb982f0c7595f1fa7c26d089ce419291189

Observation 808c1182-1559-48a7-9ae8-1d9e524267d3 · inbound

Scene Graph-Guided Proactive Replanning for Failure-Resilient Embodied Agent cites this paper.

Scene Graph-Guided Proactive Replanning for Failure-Resilient Embodied Agent An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T20:05:11.542674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:05:11.542674Z digest=sha256:da9788248bf1741f90d14311bd43b31aeb89cec38e9d2b91d8d3ae3bff4db92c

Observation 46dbd422-b89c-465a-9b0e-083c1660ed6d · inbound

Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks cites this paper.

Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T11:56:10.891255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:56:10.891255Z digest=sha256:4bfa69ead40611160305ccc9388b435c70d22333c2870ca5c1c363c903fb5358

Observation a7cc2200-ebc5-4511-99e4-6835ecd51d87 · inbound

Lost in Space? Vision-Language Models Struggle with Relative Camera Pose Estimation cites this paper.

Lost in Space? Vision-Language Models Struggle with Relative Camera Pose Estimation An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T09:32:41.257423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T09:31:39.548562Z digest=sha256:26932b56bfae3b8efe0093492a93dae7470c24125188feecfdba095a8c7578bd

Observation 5f297558-ecb7-4ad9-bcb3-84ee7ac68369 · inbound

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving cites this paper.

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:15:22.851937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-25T05:10:32.522453Z digest=sha256:d20ebfe5455c16940842d349553d7db7cddad5917035dcf39b386763a20c9488

Observation 7713b246-3966-4641-94a6-a2f2fbcaf864 · inbound

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving cites this paper.

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-06-30T16:44:56.119897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T16:40:22.441025Z digest=sha256:5a474a2f9fbaf14187a1fce302e19a28238c5f90fd8cba4ea88528242830013e

Observation 32acffc1-56cd-4951-b4ab-fea1bc481b29 · inbound

Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMs cites this paper.

Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMs An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-07-02T15:57:06.724349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T23:15:38.962013Z digest=sha256:98ec416dfc29a847776bb2578e96e92c1c4a701a95732d18729125fa8f3c0b71

Observation 89cd86ee-d8f7-42e1-935f-66d52f2fb152 · inbound

SATURN: Symbolic Spatial Reasoning for Multi-Perspective Grounding cites this paper.

SATURN: Symbolic Spatial Reasoning for Multi-Perspective Grounding An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T08:59:43.216159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T10:39:37.034808Z digest=sha256:6c3d5003c06aa6566998306b9c444c315d9514c7899d5017e2cf0d2c620dae97