Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2403.10854.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:41:58.912622Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T12:16:14.913508Z
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 92ff1f75-6ec9-45cd-b55a-e7a43df84136 · inbound
DGIQA: Depth-guided Feature Attention and Refinement for Generalizable Image Quality Assessment cites this paper.
DGIQA: Depth-guided Feature Attention and Refinement for Generalizable Image Quality Assessment A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:41:58.912622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bce7349d-12a8-4057-b9ea-ef112e901401 · inbound
E-FreeM2: Efficient Training-Free Multi-Scale and Cross-Modal News Verification via MLLMs cites this paper.
E-FreeM2: Efficient Training-Free Multi-Scale and Cross-Modal News Verification via MLLMs A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:43:29.849543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5319dd5f-5dfd-445e-a78e-4986a547ebfd · inbound
HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment cites this paper.
HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:07:53.511145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5ebee90-74ef-475e-bb10-56018248cbb8 · inbound
Parameter-Efficient Adaptation of mPLUG-Owl2 via Pixel-Level Visual Prompts for NR-IQA cites this paper.
Parameter-Efficient Adaptation of mPLUG-Owl2 via Pixel-Level Visual Prompts for NR-IQA A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T10:55:58.298715Z
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.