Paper Citation Record · LEDGER

FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2311.01477.

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

pith.paper-citation-record.v1
2311.01477 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:09:09.902004Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T08:35:32.641267Z

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 8b8ff34b-624b-45da-bb7c-4d15b5057232 · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 164

Resolution: verified exact; arxiv_id, observed 2026-05-16T02:56:42.044722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b3bd5f7-358f-483c-9413-2f90f326360b · inbound

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions cites this paper.

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 146

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:46:27.655924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0b7a7f89-cb4a-4b95-bcb3-fc030734783f · inbound

A Survey on Hallucination in Large Vision-Language Models cites this paper.

A Survey on Hallucination in Large Vision-Language Models FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:10:10.302079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6224e6dc-efbe-4aaa-ada5-ab5b49c29940 · inbound

Hallucination of Multimodal Large Language Models: A Survey cites this paper.

Hallucination of Multimodal Large Language Models: A Survey FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.873392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7605b9e2-e2cf-4856-8add-bf8b6aba6039 · inbound

Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination cites this paper.

Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T19:35:45.077022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166c4e59-b61d-48aa-bac3-f2c373f20841 · inbound

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models cites this paper.

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.834922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c992c0a2-7dc5-421f-ac95-62ad52703d06 · inbound

Detailed Object Description with Controllable Dimensions cites this paper.

Detailed Object Description with Controllable Dimensions FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-12T10:35:47.985941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54d42660-f8c6-4c10-84e8-6790d5ddcc56 · inbound

Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback cites this paper.

Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T11:09:13.161441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 081894b7-1eaa-4d19-a8e2-1c3f6eb2f635 · inbound

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance cites this paper.

RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:02.885450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1d568b-2ed1-4199-8241-9c91a0f9903c · inbound

A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models cites this paper.

A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T04:09:09.902004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 026ca8ec-ccde-4fa2-93b8-ab54718bd027 · inbound

Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models cites this paper.

Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:31:52.389931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9912df95-fa7d-4cd1-8237-f3540f2e2256 · inbound

Critique Before Thinking: Mitigating Hallucination through Rationale-Augmented Instruction Tuning cites this paper.

Critique Before Thinking: Mitigating Hallucination through Rationale-Augmented Instruction Tuning FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:46.725827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d868d1-8af9-44fd-af28-8e38f0dcee35 · inbound

Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images cites this paper.

Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:15:34.230905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da982f1b-629b-4515-b93d-c3286663ce9a · inbound

Vid2Coach: Transforming How-To Videos into Task Assistants cites this paper.

Vid2Coach: Transforming How-To Videos into Task Assistants FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:48.072812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a6224b-e33c-4b5d-8107-1ccf937b0b42 · inbound

ARGUS: Hallucination and Omission Evaluation in Video-LLMs cites this paper.

ARGUS: Hallucination and Omission Evaluation in Video-LLMs FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:41:39.667967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b89c0d-341a-4a0b-b224-898174e9821f · inbound

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM cites this paper.

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T19:53:57.516164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa418cd9-35b8-46b4-be11-a940c3dcbfc1 · inbound

Mitigating Object Hallucinations via Sentence-Level Early Intervention cites this paper.

Mitigating Object Hallucinations via Sentence-Level Early Intervention FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:35:32.645095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0f88172e-b663-4e92-a11c-bc906d74e741 · inbound

Improving Alignment in LVLMs with Debiased Self-Judgment cites this paper.

Improving Alignment in LVLMs with Debiased Self-Judgment FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T15:00:53.721839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1744d21-26b2-4c38-ba8d-a85d46374991 · inbound

SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation cites this paper.

SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-05T10:38:55.966057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ab9ab7-c407-4446-9404-58cb108cd0d5 · inbound

Faithful-First Reasoning, Planning, and Acting for Multimodal LLMs cites this paper.

Faithful-First Reasoning, Planning, and Acting for Multimodal LLMs FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T23:45:30.708782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b6bb8a9a-bbe0-40f6-ad0c-bd02e77755b5 · inbound

DualFact+: A Multimodal Fact Verification Framework for Procedural Video Understanding cites this paper.

DualFact+: A Multimodal Fact Verification Framework for Procedural Video Understanding FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:41:16.247574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5193d77d-d5a6-4a59-b622-cec485fe9239 · inbound

BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning cites this paper.

BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:15:58.018831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c04fdd63-2263-42b1-baf7-b1f29cc0b0b7 · inbound

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens cites this paper.

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:09:38.492297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.