Paper Citation Record · LEDGER

Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.06141.

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

pith.paper-citation-record.v1
2503.06141 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:15:10.026891Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:59:14.177773Z

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 4484fcf5-ad31-48e7-8156-875d54085542 · inbound

UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement cites this paper.

UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:10.026891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed15cc9-0ce9-4f22-893b-b82194b6718e · inbound

ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding cites this paper.

ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:59:14.275711Z

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 54e7f1db-24bb-498c-b506-ecb56635e678 · inbound

PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models cites this paper.

PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T20:38:25.905134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b75c6a4-9167-4a65-857e-2c47dd7f1a7e · inbound

Peak-End-Net: A Peak-End Rule Inspired Framework for Generalizable Video Aesthetic Assessment cites this paper.

Peak-End-Net: A Peak-End Rule Inspired Framework for Generalizable Video Aesthetic Assessment Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T03:19:52.568443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.