Paper Citation Record · LEDGER

Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2405.19298.

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

pith.paper-citation-record.v1
2405.19298 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:52:20.853170Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8d03083d-7bac-494f-bcf0-dd6c7656c0fa · inbound

Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics cites this paper.

Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:20.853170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9551945a-7628-44b8-a010-4cf6a09c4b42 · inbound

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot cites this paper.

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-10T20:16:09.747380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1062b65-116c-46e5-9f37-c7945a5458a4 · inbound

Generalizable Video Quality Assessment via Weak-to-Strong Learning cites this paper.

Generalizable Video Quality Assessment via Weak-to-Strong Learning Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-22T16:11:45.626092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0299c436-682e-49cb-ac9c-67d3d93c65e8 · inbound

Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment cites this paper.

Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:50.767674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69120d05-4a98-4f85-a592-2fdf6a7635f3 · inbound

DeQA-Doc: Adapting DeQA-Score to Document Image Quality Assessment cites this paper.

DeQA-Doc: Adapting DeQA-Score to Document Image Quality Assessment Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T16:44:50.788543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5571adf5-66be-4eb7-a160-dd7051ec0159 · inbound

From Global to Granular: Revealing IQA Model Performance via Correlation Surface cites this paper.

From Global to Granular: Revealing IQA Model Performance via Correlation Surface Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T06:55:30.661562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0936136-eddc-4f02-bac1-8f6600e3c3e8 · inbound

IPAD-CLIP: Teaching CLIP to Detect Image Local Perceptual Artifacts cites this paper.

IPAD-CLIP: Teaching CLIP to Detect Image Local Perceptual Artifacts Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:56:28.094827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 875c2cfa-23e2-41e7-81dc-2e49c80ae42e · inbound

Preferences Order, Ratings Anchor: From Fused Expert Aesthetic Ground Truth to Self-Distillation cites this paper.

Preferences Order, Ratings Anchor: From Fused Expert Aesthetic Ground Truth to Self-Distillation Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:58:05.753377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b207820f-daca-45ce-95d3-596d6e87df0d · inbound

Preferences Order, Ratings Anchor: From Fused Expert Aesthetic Ground Truth to Self-Distillation cites this paper.

Preferences Order, Ratings Anchor: From Fused Expert Aesthetic Ground Truth to Self-Distillation Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:29:48.177628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.