Paper Citation Record · LEDGER

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 3 inbound Pith citation observations for arXiv:2505.17471.

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

pith.paper-citation-record.v1
2505.17471 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:51:50.542981Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T09:52:28.556039Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:36:29.841632Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy6
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a0f3aef-02ab-4f30-88b7-f0442be2c30d · outbound

This paper cites Chart-based QA:.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Chart-based QA:

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:52.803081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ffc78f73-f2df-4e35-929d-d54d4562c13d · outbound

This paper cites RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:49.114195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58bbf78a-9247-41ef-8415-eae21085b3df · outbound

This paper cites MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:49.208591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff78c9a-8bd2-4a2d-bb38-748418fd1b56 · outbound

This paper cites an unresolved cited work.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:51.084372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 355988e6-67e7-4f02-bc4e-6c3327647f30 · outbound

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

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:49.493438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f66dda4e-f4cf-4b88-9386-fc6e7687f55d · outbound

This paper cites an unresolved cited work.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:52.652883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a6142113-f8cf-4798-a287-0b383e720666 · outbound

This paper cites an unresolved cited work.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:52.506185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f0473897-cb28-4a70-975a-dc4e696f3a6b · outbound

This paper cites Table-based QA:.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Table-based QA:

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:52.466503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c132d625-54ca-4dea-93ec-99da3ebb7558 · outbound

This paper cites an unresolved cited work.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:52.224844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa9d5886-fdb5-467a-a1a7-d0fbd8e49096 · outbound

This paper cites result":[ {.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain result":[ {

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:51.962257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 567108d2-2fa7-41e4-91b4-7bce7b1dd161 · outbound

This paper cites Executive Directors received higher payments.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Executive Directors received higher payments

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:51.720864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93121ae8-6323-4c65-8330-1adbee7e62bd · outbound

This paper cites an unresolved cited work.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:51.500493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93a29f53-6a46-4a90-b3ae-d55efd0207c3 · outbound

This paper cites It should not include hallucinations or inferred information beyond what is presented.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain It should not include hallucinations or inferred information beyond what is presented

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:51.362528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc0e64e2-420a-4009-97c3-181d71db491e · outbound

This paper cites Mislabelled or ambiguous categories should lead to revision or rejection.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain Mislabelled or ambiguous categories should lead to revision or rejection

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:51.266695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c5d5e7f-462a-45e2-ba92-0bee624b5cb7 · outbound

This paper cites VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

Reference 354

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:49.595323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac1a11fc-e770-40d0-9cc9-5a39921f2696 · outbound

This paper cites VISA: Retrieval Augmented Generation with Visual Source Attribution.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain VISA: Retrieval Augmented Generation with Visual Source Attribution

Reference 516

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:51:50.802633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e7cfd67f-397f-42be-97e1-784b90aaa292 · outbound

This paper cites RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:49.295917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f07d63a-bd19-4067-8b0a-04936b1746e9 · outbound

This paper cites ColPali: Efficient Document Retrieval with Vision Language Models.

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain ColPali: Efficient Document Retrieval with Vision Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:49.070201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 424b0913-bf3e-4034-9499-2b2db0557a49 · inbound

Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding cites this paper.

Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:56:01.640689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1125fc42-c6b9-4116-a32f-916c5c729a61 · inbound

PyFi: Toward Pyramid-like Financial Image Understanding for VLMs via Adversarial Agents cites this paper.

PyFi: Toward Pyramid-like Financial Image Understanding for VLMs via Adversarial Agents FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T23:38:41.434715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8189d147-93fa-4698-9d59-1e7cdcfb8336 · inbound

MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A cites this paper.

MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:36:29.842895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.