Paper Citation Record · LEDGER

Evaluation and Analysis of Hallucination in Large Vision-Language Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2308.15126.

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

pith.paper-citation-record.v1
2308.15126 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 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 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:32:58.956772Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:59:52.187912Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
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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 b9f46784-2e93-42ad-ad06-1dfbe8052746 · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 163

Resolution: verified exact; arxiv_id, observed 2026-05-16T02:56:42.038365Z

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.

Observation 6f543af6-1061-4b42-8a8b-ea10fae08fdd · inbound

Analyzing and Mitigating Object Hallucination in Large Vision-Language Models cites this paper.

Analyzing and Mitigating Object Hallucination in Large Vision-Language Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:46:52.906865Z

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.

Observation 155be8a5-35f2-4eab-9ff8-729554a2466f · inbound

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI cites this paper.

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:37:41.672496Z

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.

Observation f197fb47-1ea8-4ad2-87cc-07ee99962c7c · inbound

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

A Survey on Hallucination in Large Vision-Language Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:10:10.242638Z

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.

Observation bc137dae-8dcd-48e1-b4f4-f1faf5023a51 · inbound

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

Hallucination of Multimodal Large Language Models: A Survey Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 165

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.124247Z

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.

Observation bd0146d5-0c84-4019-806a-afcf4faabb18 · inbound

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models cites this paper.

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:58:39.580064Z

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.

Observation f6fd61d3-6d5c-454d-b0de-c19ca43ac349 · inbound

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents cites this paper.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 269

Resolution: unresolved; no resolver link, observed 2026-08-12T20:36:02.630051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6b35f18-b259-45ff-87c7-e60e6c25fdb7 · inbound

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs cites this paper.

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-12T14:31:37.115876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b18d5d80-074c-49a9-afaf-7e58788b2bad · inbound

A Survey on LLM-as-a-Judge cites this paper.

A Survey on LLM-as-a-Judge Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 158

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:35:44.200451Z

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.

Observation fc128cf2-f180-4b52-9e0a-faa2596ae868 · 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 Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:36.941443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d746a5ed-51fb-4bb9-a5c3-bb0d9372ef2a · inbound

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension cites this paper.

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T22:18:01.623635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b799e0cf-2820-45d6-991e-a2dfde406b13 · inbound

Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval cites this paper.

Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T15:20:47.254339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 704f8d82-eebc-4084-abb6-23c69407fa06 · inbound

Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives cites this paper.

Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:55.961578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab11f03f-8fbd-4b08-8e8f-8e4efacccaa4 · inbound

VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification cites this paper.

VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:12.376795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b701dd-9b22-4faa-a669-2733cd166fbc · inbound

PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language Model cites this paper.

PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language Model Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T17:28:42.223116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf0a2694-5c59-4069-b17c-8b8adb6bb607 · inbound

ForgetMe: Evaluating Selective Forgetting in Generative Models cites this paper.

ForgetMe: Evaluating Selective Forgetting in Generative Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T12:32:58.956772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1243257a-a519-46b3-ae4d-09e4b866d59b · inbound

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding cites this paper.

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:27.327901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e9d0d8f-51dc-419f-a014-a59245f18cdf · inbound

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models cites this paper.

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:15.702798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fae2b7ab-3970-4252-ba0c-dfa607838ff3 · inbound

Low-Cost Test-Time Adaptation for Robust Video Editing cites this paper.

Low-Cost Test-Time Adaptation for Robust Video Editing Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T12:21:30.677316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81dd63a9-3c10-496d-8a39-9ecb23b1185a · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:49.541282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a05032c-af8e-4b31-96bf-d3f0ab3aa6bc · inbound

Multi-Modal Machine Learning Framework for Predicting Early Recurrence of Brain Tumors Using MRI and Clinical Biomarkers cites this paper.

Multi-Modal Machine Learning Framework for Predicting Early Recurrence of Brain Tumors Using MRI and Clinical Biomarkers Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T12:52:59.290943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e8f990d-a3b3-4c9f-8f4c-37e0cce789c3 · inbound

A Multimodal Deep Learning Framework for Early Diagnosis of Liver Cancer via Optimized BiLSTM-AM-VMD Architecture cites this paper.

A Multimodal Deep Learning Framework for Early Diagnosis of Liver Cancer via Optimized BiLSTM-AM-VMD Architecture Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T12:53:14.428730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0de1de0c-c9e9-4c4d-b7c7-83450a2f90d4 · inbound

ST-BiBench: Benchmarking Multi-Stream Multimodal Coordination in Bimanual Embodied Tasks for MLLMs cites this paper.

ST-BiBench: Benchmarking Multi-Stream Multimodal Coordination in Bimanual Embodied Tasks for MLLMs Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 113

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:00:40.608247Z

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.

Observation ef860c5a-51c4-45eb-9ec1-5297c6244289 · inbound

DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions cites this paper.

DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:10:52.861945Z

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.

Observation 52b1dd56-0724-4ce3-8d26-0d62e9cfb799 · inbound

LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models cites this paper.

LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:38:43.082738Z

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.

Observation f26caec9-14e3-4daf-bb66-712a49878f9e · inbound

Mitigating Action-Relation Hallucinations in LVLMs via Relation-aware Visual Enhancement cites this paper.

Mitigating Action-Relation Hallucinations in LVLMs via Relation-aware Visual Enhancement Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T05:47:21.417311Z

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.

Observation e53342b6-e6b5-44e1-9b1f-e0c5fd0d88ec · inbound

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory cites this paper.

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:14:41.010599Z

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.

Observation 802daf13-a384-49b4-9806-25c9e25fdd4c · inbound

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory cites this paper.

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T16:06:30.682427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3208d153-888b-4069-9e6a-b50877bb7754 · inbound

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory cites this paper.

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-15T11:04:59.754115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539e537e-8bb3-4549-a7ca-c2a984d5fca4 · inbound

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory cites this paper.

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T13:18:57.286107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bac3dcd-764d-483c-aaf4-c1f7c6c32033 · inbound

GAVEL: Grounded Caption Error Verification and Localization cites this paper.

GAVEL: Grounded Caption Error Verification and Localization Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 85

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:59:52.189599Z

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.

Observation 49a843ca-7103-4290-93e1-9056e62f5168 · inbound

Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions cites this paper.

Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T01:58:02.401960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c8b7b56-f1cc-4748-b8ef-a656c2403ca5 · inbound

HalluScope: Fine-grained Hallucination Diagnosis for Multimodal Large Language Models cites this paper.

HalluScope: Fine-grained Hallucination Diagnosis for Multimodal Large Language Models Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T08:33:10.250533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194e7558-c3c2-4714-b6d1-a853a70b647c · inbound

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs cites this paper.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T05:29:59.355154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.