Paper Citation Record · LEDGER

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills

As of 19 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2505.06176.

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

pith.paper-citation-record.v1
2505.06176 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:51:00.499366Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

5 of 5 outbound references displayed

verified exact1
verified fuzzy0
unresolved3
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9c4470ed-be9d-4ca7-b7c9-9ce171088125 · outbound

This paper cites Kosmos-G: Generating Images in Context with Multimodal Large Language Models.

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:51:00.490582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbb3522-267f-400b-9b7e-eb93f2f6939b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills LLaMA: Open and Efficient Foundation Language Models

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-15T22:51:00.499366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b45b613-13a6-4f12-904b-5b9cf3fc297b · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T22:51:00.495136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35122658-a37a-468a-8085-e142d1744148 · outbound

This paper cites NICER: Aesthetic Image Enhancement with Humans in the Loop.

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills NICER: Aesthetic Image Enhancement with Humans in the Loop

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:51:00.579291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 690726d3-5096-4b7f-81e6-89811e0d8e1d · outbound

This paper cites Open-Universe Indoor Scene Generation using LLM Program Synthesis and Uncurated Object Databases.

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills Open-Universe Indoor Scene Generation using LLM Program Synthesis and Uncurated Object Databases

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T22:51:00.480212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.