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Paper Citation Record · LEDGER

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs

As of 10 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2608.04759.

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

pith.paper-citation-record.v1
2608.04759 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:22:35.417608Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy19
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5be2299a-f721-4ec1-8309-150a2b810c77 · outbound

This paper cites Aho and Jeffrey D.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Aho and Jeffrey D

Reference 1

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unresolved
no resolver link, observed 2026-08-06T17:22:31.080406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.080406Z digest=sha256:58a6b4fc1c6b5cab9c4a44467567e1de1b49222e6b54b05dfd8ca090b7828cb2

Observation 8d7ec0fe-a125-422b-82f0-4120a930e7db · outbound

This paper cites an unresolved cited work.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Unresolved cited work

Reference 2

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unresolved
no resolver link, observed 2026-08-06T17:22:31.139121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.139121Z digest=sha256:7de3752bd1ff1dbf0955ac3c140cfeb5b486ac4623cade6f1292033b60980900

Observation 84136e11-a39b-45fe-951b-dc0a05ec5328 · outbound

This paper cites Chandra and Dexter C.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Chandra and Dexter C

Reference 3

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unresolved
no resolver link, observed 2026-08-06T17:22:31.199238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.199238Z digest=sha256:7d5745e70463b2401ffe04d87d818d01ec30936478a5d3d2d302641097a278ee

Observation cf6c0830-59e2-4108-9875-6db0f12dabd4 · outbound

This paper cites Scalable training of.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Scalable training of

Reference 4

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unresolved
no resolver link, observed 2026-08-06T17:22:31.255551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.255551Z digest=sha256:47d22a57a2fa232bbfc5ed1f93dc321daca7deef7f7d4005ba49fff827862b5e

Observation 2b74ec59-d5d4-4d31-8d50-ff92a84d22e4 · outbound

This paper cites an unresolved cited work.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-06T17:22:31.294351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.294351Z digest=sha256:f0930de6a46a0373965859e2f9e3f03e54eda582460e7165f244144833615ad5

Observation a8e5cb42-981f-44bf-a48b-9bb896913c2f · outbound

This paper cites Tetreault , title =.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Tetreault , title =

Reference 6

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unresolved
no resolver link, observed 2026-08-06T17:22:31.369726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.369726Z digest=sha256:de5197bbb2ab4e549607b2d0bbd06ce60b836c794b1a6875f1076a13a6ba8e62

Observation 722fb0ff-3343-42dc-aea2-91bf5e1dee9d · outbound

This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:31.425996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.425996Z digest=sha256:387a065b44d2f52a373fbbff8dbbeb41ed2282dc8ee300132318f713acfc836d

Observation 6c538dbb-f1be-4725-a8b2-bf06baf624b1 · outbound

This paper cites ACM Computing Surveys , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs ACM Computing Surveys , volume=

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-06T17:22:39.692827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:31.489562Z digest=sha256:67dc079486f9df33c88d74a1c92bcda3e09a152f560122e1e09326a8baaa347d

Observation 8bad8126-4349-4e09-8cee-8c97f0d1c9d6 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in Neural Information Processing Systems , volume=

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:39.569113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:31.526543Z digest=sha256:c3e84b41a524eeb2412b4a0edd3de1d4bf0536d674a5f6d2586d61921b189053

Observation e0cf3826-eafb-48e3-947e-111aaeaaa301 · outbound

This paper cites M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding

Reference 10

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unresolved
no resolver link, observed 2026-08-06T17:22:31.612375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.612375Z digest=sha256:b9315d09f508045f7b770305b14785f5768d4eec6c08e9cc18da8698b3ba099c

Observation f367b28e-03b8-4f75-b200-54eba89f48a0 · outbound

This paper cites International Conference on Learning Representations , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs International Conference on Learning Representations , volume=

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:39.431434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:31.647200Z digest=sha256:cc9564716c02db65494ae768d9ed6da5c6ba47bcdaec497510bf45677711af37

Observation 888ad18b-240e-444c-8c56-1e133ef24a0d · outbound

This paper cites arXiv preprint arXiv:2602.04486 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2602.04486 , year=

Reference 12

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unresolved
no resolver link, observed 2026-08-06T17:22:31.694970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.694970Z digest=sha256:0aee7640798244f8fdf8821f54054a9714fcd603dc624cf661255e7217dd3cb5

Observation d044efa0-8084-41f7-a07b-ab5ec757a29b · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:39.298602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:31.788965Z digest=sha256:4de1e48110f8bc73446b82b6226e795d00b1723c0e19451ddce4f9152226491c

Observation d85f94cc-f080-43e1-ac2b-8d3b495b2767 · outbound

This paper cites arXiv preprint arXiv:2601.11659 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2601.11659 , year=

Reference 14

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unresolved
no resolver link, observed 2026-08-06T17:22:31.826864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.826864Z digest=sha256:449cd69732e15c9322df7789707eca041774b523bb8854e71c1f9367163fa658

Observation e5460fb8-f207-4ee5-bc9f-a1a267c7fb62 · outbound

This paper cites LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence

Reference 15

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unresolved
no resolver link, observed 2026-08-06T17:22:31.939898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:31.939898Z digest=sha256:7e6c4c4e4f1e43c13c21db0722ca36465d795393c13249bf6cc641e89cabcd38

Observation 7d9e88d4-7c8e-4ab7-bb62-357ac24e0047 · outbound

This paper cites arXiv preprint arXiv:2509.06266 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2509.06266 , year=

Reference 16

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unresolved
no resolver link, observed 2026-08-06T17:22:32.003696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:32.003696Z digest=sha256:0ffff956a2d3fc8dad66aebba7096635e3a24bb8a33a3b85c3f27258c8bb4451

Observation 056a02c2-7874-4f77-91b8-221bd6bde87c · outbound

This paper cites arXiv preprint arXiv:2512.16561 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2512.16561 , year=

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:32.041786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:32.041786Z digest=sha256:f9b6c49b70e1f9387dc0017c7616a5ff5890206ada6c9b9c95ca5f8e9a0c9ad9

Observation 118d4e22-7421-4b0f-8aa6-427b552c60f8 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:39.184414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.130080Z digest=sha256:4d25debf799e2e5b6ada340fd2e54741d2ff41bae67960e1e7e0ccb7a4382dec

Observation e99f9e4b-6cf3-402d-af7e-2b3c17c37488 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in Neural Information Processing Systems , volume=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:39.073644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.188582Z digest=sha256:7bbfdf0368cb02e073dc0fc32599b2516465f4dc140a86ddcc906be9c4a9c4ee

Observation 45dc518e-32ed-4bcc-ab70-47a8c16b3931 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.933856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.269406Z digest=sha256:05ca9d8663f42dcdb12590b354d123f36d57fd33bce3dade355cd17e2fb29480

Observation b1871c32-418a-4107-ad59-c7d66c9dde88 · outbound

This paper cites Advances in neural information processing systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in neural information processing systems , volume=

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.784033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.392307Z digest=sha256:cb3991d680d7c3f105fdc0b969a562d67408c510e062ebcb3f9bc5b109f58da1

Observation 247693e8-9b14-4530-b3b4-47c81516523a · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.611525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.479508Z digest=sha256:8241872f5fa94e71074207a2a1a5581972e10a276cf966982244b36fe5866159

Observation 5f224dbf-ef03-469e-8e2c-8b60aad3d86a · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in Neural Information Processing Systems , volume=

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.478761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.535871Z digest=sha256:f4da979e3ad269f12fc4e0e3e540e30df4fd277333a2cf3d6c09e6722f1c8687

Observation 140df947-3c4d-4997-bcf3-3236940b954e · outbound

This paper cites arXiv preprint arXiv:2509.16087 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2509.16087 , year=

Reference 24

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unresolved
no resolver link, observed 2026-08-06T17:22:32.607464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:32.607464Z digest=sha256:554e9b60f2ecf03e0c80ad8d06139f98f9a1d696d9601c635f6a0407941b2184

Observation f27169ca-91aa-4429-bee9-d2b487b48779 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.403166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.676013Z digest=sha256:3685e1381e42c68146b070ad08ee3294cc865e40ff4d412259fece4660b56c62

Observation ab4145a8-5cb9-459a-a510-d730161d377c · outbound

This paper cites arXiv preprint arXiv:2602.07833 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2602.07833 , year=

Reference 26

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unresolved
no resolver link, observed 2026-08-06T17:22:32.763559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:32.763559Z digest=sha256:357bd82f8db2717428c7d4ad704e53d92d423651345578da677e329caa6a1a52

Observation dd9e4f0a-cee7-4657-a1e1-ff18bb8f8b23 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2026 , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Findings of the Association for Computational Linguistics: ACL 2026 , pages=

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.318990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:32.878405Z digest=sha256:dafc6ccc224bb67681fcd071023014f04bfe6533ceb8f26ce0c273dba08df185

Observation 0e5f81b5-4b01-499c-8048-448ded90800d · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 28

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unresolved
no resolver link, observed 2026-08-06T17:22:32.999630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:32.999630Z digest=sha256:d135bb8ad3ff8bb4d02c453e729bf4856c9bfe653cebf5d4c2eb41a96d333e49

Observation 7e3b74ab-fbf6-48a0-8573-d6d58437ca25 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in Neural Information Processing Systems , volume=

Reference 29

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unresolved
no resolver link, observed 2026-08-06T17:22:33.109218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:33.109218Z digest=sha256:3c2e844571d0b75f179af57673632049f4abdf18a6f7fa94839159c25cda839b

Observation 3dee3c6c-56db-4df7-8742-8bd5573df326 · outbound

This paper cites ICRA 2025 Workshop: Human-Centered Robot Learning in the Era of Big Data and Large Models , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs ICRA 2025 Workshop: Human-Centered Robot Learning in the Era of Big Data and Large Models , year=

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.184767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:33.187354Z digest=sha256:47d1892da3f889d49255c6af4c4b340ee164e1dd75cdde084c3b382de19ff728

Observation 122ba67e-93a3-4206-be47-c217e2b8d109 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:38.061972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:33.272945Z digest=sha256:ab3b1f216de9a28bd65c8f1c215bc3279a98a56f6cc9853d303c5ea37fc36568

Observation bdd95ac7-d3f7-40ff-be9b-ab3dd3dc1e38 · outbound

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

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 32

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unresolved
no resolver link, observed 2026-08-06T17:22:33.391898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:33.391898Z digest=sha256:be6dfc787acf3177de49e5ee3418b274ce92a9d22efc1d2730b5bc9126867d27

Observation 17303e19-1c60-4a2b-878d-085eeb5b87a5 · outbound

This paper cites arXiv preprint arXiv:2603.06663 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2603.06663 , year=

Reference 33

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:22:36.124898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:33.503601Z digest=sha256:245495e427e64e7939c58f845e3ca1941d2031c9ec93018a974d7017feade574

Observation 92afc358-f664-430e-a548-9a712500d23c · outbound

This paper cites MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Reference 34

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unresolved
no resolver link, observed 2026-08-06T17:22:33.626317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:33.626317Z digest=sha256:5696a7f978c2322c2699edc86d45609353c1beded034db3c62b64467d99e7c37

Observation c0695129-3bbe-4115-99fa-b240cccfe967 · outbound

This paper cites International Conference on Learning Representations , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs International Conference on Learning Representations , volume=

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:37.925589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:33.695598Z digest=sha256:341bcd1f82fa832ddb23e26cb3d5d52f1d100388f914026d2bcb47f10eba38f9

Observation e1d3bf70-c276-475b-a3a1-9b24e42109b0 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:37.834207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:33.773296Z digest=sha256:7c7ac48d3ef247e76b6ee88238dd37f33642319b03a69d0c39991b73fa0937d0

Observation de28aa3f-aa18-4cf5-a38e-9777b799c0a3 · outbound

This paper cites arXiv preprint arXiv:2508.00378 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2508.00378 , year=

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:33.835555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:33.835555Z digest=sha256:4be73df29022828b569d39017737e878b3a40ec299a2131b8120f15afa55d7ad

Observation 15adbcb8-b524-440e-a0ce-a324a0791e7f · outbound

This paper cites Advances in neural information processing systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in neural information processing systems , volume=

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:33.912921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:33.912921Z digest=sha256:fee80b709aac0b8ace05251518c147840f37ff52c510749c2f5de583906af209

Observation b6c3fc76-1e7a-4dd2-9a0f-717aa9e795d9 · outbound

This paper cites an unresolved cited work.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:22:37.658623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:33.971096Z digest=sha256:7e0a4e36c77f294a46f93842d99b99607b8da1733c0c047a760fcfc9109c7588

Observation 78d72f53-3c8d-4094-8938-40cc9f624151 · outbound

This paper cites Proceedings of the 2023 conference on empirical methods in natural language processing , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the 2023 conference on empirical methods in natural language processing , pages=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.045096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.045096Z digest=sha256:7c97f599ab5ecb644af4a39fc72ea0fbc01d6b816a14569dc039e0f021cb7357

Observation 1ec12373-fb50-49b7-acc9-b8871e71bf2f · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.126253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.126253Z digest=sha256:cd23a99a132f76b51b1c88f64b413d616ca616e1f26bd72cf52c798fd7e62324

Observation 42f13357-1257-48f6-97f0-632f67ada602 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Findings of the Association for Computational Linguistics: ACL 2024 , pages=

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.191686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.191686Z digest=sha256:4defffcdf0afd4605e094eed8b505bcfb697b8e51fb8a15ba7cb3de32d7b7ac0

Observation 824d7f47-a638-4582-b8f7-e36c5e863960 · outbound

This paper cites Qwen3-VL Technical Report.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Qwen3-VL Technical Report

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.255093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.255093Z digest=sha256:2e0b17d27105d72d6c0e553b2e0684c003b9ffe0821d53e25d8257110a4d624c

Observation c5b77986-8490-48ea-9ea6-7524e67ab46e · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.324511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.324511Z digest=sha256:51339ebc4b6d4c516994e3bac6ad0266aca410e66b808ae74115a48c4688f65c

Observation 97b3c6ec-0c76-4c96-bda0-a8e678b5d8fa · outbound

This paper cites The Llama 3 Herd of Models.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs The Llama 3 Herd of Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.408128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.408128Z digest=sha256:fb59dcaba799c7235d5d4d67a89735f1819924dcddbc37b6761c82852d0d68e6

Observation 33fe9acf-6578-4a94-9398-1c74ac8f74f7 · outbound

This paper cites GPT-4o System Card.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs GPT-4o System Card

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.525172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.525172Z digest=sha256:514abc472bddfbe2d2b5fc3a5df5e59e6bb82de6240403461dd71f95eea3c85f

Observation e0087af7-1185-4712-b239-776bc215da04 · outbound

This paper cites Advances in neural information processing systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in neural information processing systems , volume=

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.590402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.590402Z digest=sha256:b63b5e62a32a72fcacd43e6ea0becfc45cc734140e526d85e53ae760e40334bf

Observation f1a5998d-feaa-4693-9bed-bf1e045466c2 · outbound

This paper cites International Conference on Learning Representations , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs International Conference on Learning Representations , volume=

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:37.463089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:34.706368Z digest=sha256:ba414e43b87ef5c2415d093655a08dcc06658dbada990edab89c772c1b5cfc65

Observation a6efbf36-e90d-4981-a323-759b57798d42 · outbound

This paper cites European conference on computer vision , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs European conference on computer vision , pages=

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.801869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.801869Z digest=sha256:591d6b2b69d05d728e242154733211199b72793a5409e51fc913ce267a524359

Observation 855f16af-dedc-47d1-812c-6ffd5acb8d66 · outbound

This paper cites International Conference on Learning Representations , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs International Conference on Learning Representations , volume=

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.876379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.876379Z digest=sha256:e3f6940b9face746bed895571d98b93bb65d2df5106d07f23cafbe54762c05f9

Observation 7e8c5fda-7f06-487f-af06-cb856f2ab594 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Advances in Neural Information Processing Systems , volume=

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:34.967562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:34.967562Z digest=sha256:f9b8bf9bd3a0c448e3adde9fbdbeef5dfdd19e092e0ca72607675d6241b7de9b

Observation 1f57a89e-4166-480e-a1c7-3c80a0023ef9 · outbound

This paper cites Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents

Reference 52

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T17:22:35.750550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:35.066731Z digest=sha256:f68b947b9c7f657003103fc3a08351666ab95024aeee3cbeed75dce1851eca88

Observation bd01ea6a-5749-4289-903b-9b4a7faf1c74 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:37.220739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:35.188130Z digest=sha256:0a55cdde74396eacbef81290b80f036130b3c47b455b08c6fe880f1142df97af

Observation bb0c0a50-bff5-4b12-994a-3b2ac318e278 · outbound

This paper cites arXiv preprint arXiv:2604.01618 , year=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs arXiv preprint arXiv:2604.01618 , year=

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:35.281502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:35.281502Z digest=sha256:7ed7f911016afea7327190b19f5078722e44a923a95f619b7ac19cf13f8b419f

Observation a079389d-390d-4a95-bf0a-1f64cccdd653 · outbound

This paper cites Proceedings of the 32nd ACM international conference on multimedia , pages=.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs Proceedings of the 32nd ACM international conference on multimedia , pages=

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:22:36.991699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T17:22:35.359514Z digest=sha256:26a9d04f80e68ee9a94a4535111b276e3738bd0dc5e0869f5b5248e8c4d2dcdb

Observation adea3195-b96a-4fb5-8423-b426ce956209 · outbound

This paper cites REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding.

Trace, Verify, and Correct: A Training-Free Framework for Spatial Reasoning in Multimodal LLMs REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T17:22:35.417608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:22:35.417608Z digest=sha256:d99a033601336f130a54f511af2b817b46c1428bbad784aa5fc5059e285ce6ae

Pith citing papers

No inbound Pith citation observations are available.