Pith. sign in

Paper Citation Record · LEDGER

VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2407.01863.

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

pith.paper-citation-record.v1
2407.01863 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:12:09.885646Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:49:42.284484Z

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 6a1b47b5-83d7-41bf-a935-f38086d351c9 · inbound

Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.

Large Language Models for Planning: A Comprehensive and Systematic Survey VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 272

Resolution
unresolved
no resolver link, observed 2026-08-07T14:12:09.885646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:09.885646Z digest=sha256:fa312a13f28bc53a014e9acc983611191e93363679f28d2721194bdd995d29de

Observation 97b2a971-9d40-41bc-86c7-83e970d60b63 · inbound

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents cites this paper.

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:44.501851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:36:44.501851Z digest=sha256:50eca96a8011cbbc32278181631a8f3a8b27faf56dbca59cc3340790ebe0b251

Observation 98e84fbd-2613-4236-87f2-d0529d2013ba · inbound

MentisOculi: Revealing the Limits of Reasoning with Mental Imagery cites this paper.

MentisOculi: Revealing the Limits of Reasoning with Mental Imagery VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T05:23:36.526176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:23:36.526176Z digest=sha256:c1e06633010e2f857c5d8be138ff42da1c4e15f17119dba4abba4ee6baf937df

Observation 69b0ad46-a6d4-4931-b076-c0ab49a50ecb · inbound

The Thinking Pixel: Recursive Sparse Reasoning in Multimodal Diffusion Latents cites this paper.

The Thinking Pixel: Recursive Sparse Reasoning in Multimodal Diffusion Latents VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:21:25.158975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-07T17:16:00.988125Z digest=sha256:178e5d8c67be2e2ef4228b81ff34c5be2f519685e14b30d700192e4d197b22a8

Observation 26a0b1eb-a3de-4d2d-a1e1-6698965f9be5 · inbound

What's Holding Back Latent Visual Reasoning? cites this paper.

What's Holding Back Latent Visual Reasoning? VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:03:15.470472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-20T11:59:14.134917Z digest=sha256:fe90c44bc5f4a88082e9f3ed9ce73c96228cae45d6a00546af8e9aec303cd1f9

Observation 01f1fa6a-fd3d-433a-b2fe-8e7a4b3444c4 · inbound

STORM: Internalized Modeling for Spatial-Temporal Reasoning in Video-Language Models cites this paper.

STORM: Internalized Modeling for Spatial-Temporal Reasoning in Video-Language Models VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-06-29T23:14:02.214718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-29T23:04:21.463842Z digest=sha256:a7ffbce0863e678e9201317a4d39ab1207a80d1dcbf232a896844a037c773024

Observation 68873c56-b25b-4b6f-a44b-60345f31b3e1 · inbound

InterSketch: An Interleaved Reasoning Model with Self-correcting Visual Sketch and Stepwise Reward cites this paper.

InterSketch: An Interleaved Reasoning Model with Self-correcting Visual Sketch and Stepwise Reward VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:53:46.774145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-29T17:52:48.888733Z digest=sha256:6c7299f266f354f63ecc69fb6111e784ff75fd003928166980337dde973279d0

Observation 532ecb0e-d39a-4537-8465-9ad65a862197 · inbound

DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.

DeepLatent: Think with Images via Parallel Latent Visual Reasoning VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 109

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T19:52:36.100562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-06-28T18:44:39.545911Z digest=sha256:25d2472849c813468fe52e18108959806a79fad11257944179270379fe922311

Observation d191aab2-d071-4317-ba6c-58b81ad9f51f · inbound

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning cites this paper.

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T22:16:15.653448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-28T15:40:05.730181Z digest=sha256:3a82c450c713c2695e81d6a4c1efc78802143535a86811e0e37e629ede069124

Observation 18f693bf-10c3-470e-ac10-01cef63244f4 · inbound

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation cites this paper.

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 55

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T03:06:29.516632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-28T10:23:43.501656Z digest=sha256:2656afbe0dd8c49b1a4173cbcb5476bbbf3e7a9cf732d71c43e9d1d982eff1a1

Observation d46b0e9a-95f4-4c6a-88b2-ffe953a17561 · inbound

SCOPE: Evolving Symbolic World for Planning in Open-Ended Environments cites this paper.

SCOPE: Evolving Symbolic World for Planning in Open-Ended Environments VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T08:49:42.286252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T10:57:26.511652Z digest=sha256:953c62097b89b2b88fc28e3f494c13da163550c9ef780b8d757d76a43406a0a3

Observation e9d6b208-18fe-4bc4-9814-50db2920824c · inbound

IMBench: A Benchmark for Intuitive Robotic Manipulation cites this paper.

IMBench: A Benchmark for Intuitive Robotic Manipulation VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T22:45:08.926322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:45:08.926322Z digest=sha256:8915e66f9832c83bd715722f757ab3d56a61723482f9f82af006ca7bc1d94f22