Paper Citation Record · LEDGER

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.04244.

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

pith.paper-citation-record.v1
2608.04244 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:13:30.955476Z

measured 12 of 12 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 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

12 of 12 outbound references displayed

verified exact0
verified fuzzy3
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19b49ede-34d3-4c9e-8b3b-b8f2033e1da6 · outbound

This paper cites Priority: street/road signs > city/district names > store names with location cues > other text.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Priority: street/road signs > city/district names > store names with location cues > other text

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:13:31.815548Z

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.

Observation 3b5de4bd-c7f4-42e4-9aa7-ba576d134df5 · outbound

This paper cites an unresolved cited work.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:13:31.688959Z

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.

Observation 418f909d-6065-4fea-abce-7f21a87836c6 · outbound

This paper cites texts": [{.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models texts": [{

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:13:31.574270Z

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.

Observation aaaf02de-6b5b-4620-ad9d-82b0b839f451 · outbound

This paper cites scene_region.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models scene_region

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T00:13:31.169532Z

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.

Observation bd217ae1-d6a2-459f-b709-8fa4c5cf773d · outbound

This paper cites an unresolved cited work.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:13:31.515367Z

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.

Observation ceaf32e0-bba7-404f-8ee6-c0670656ecbc · outbound

This paper cites an unresolved cited work.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:13:31.499667Z

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.

Observation ec341d0e-374a-45d9-8e92-8dd28ada6fe0 · outbound

This paper cites visual_cues.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models visual_cues

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:13:31.483875Z

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.

Observation 444eb173-4da4-449c-8fbc-0a6213a30842 · outbound

This paper cites an unresolved cited work.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:13:31.458858Z

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.

Observation a0c0523e-c091-481e-904a-b0a8c6f09bb3 · outbound

This paper cites an unresolved cited work.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:13:31.381444Z

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.

Observation c3ada431-bbdd-4cfe-8ad4-e2cc74c4eb5b · outbound

This paper cites an unresolved cited work.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:13:31.316542Z

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.

Observation f443fddd-011e-4d5c-a388-c5c4eece989b · outbound

This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 196

Resolution: unresolved; no resolver link, observed 2026-08-08T00:13:30.791913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e85a4b-f1a1-4ab9-8edb-9d8d4677b56d · outbound

This paper cites Read or Ignore? A Unified Benchmark for Typographic-Attack Robustness and Text Recognition in Vision-Language Models.

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models Read or Ignore? A Unified Benchmark for Typographic-Attack Robustness and Text Recognition in Vision-Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-08T00:13:30.825592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.