Paper Citation Record · LEDGER

UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2404.09619.

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

pith.paper-citation-record.v1
2404.09619 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:12:11.385127Z

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

1
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 94acf722-a960-4cd8-9131-de7112baa1c2 · inbound

Scaling-up Perceptual Video Quality Assessment cites this paper.

Scaling-up Perceptual Video Quality Assessment UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:11.385127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a7be91-a06c-46db-9121-6dd6f6da7605 · 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 UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:12.110090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 983ba80a-6ef3-425a-a67e-a8ce5fdd4a7f · inbound

Aesthetic Image Captioning with Saliency Enhanced MLLMs cites this paper.

Aesthetic Image Captioning with Saliency Enhanced MLLMs UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T10:15:50.154773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b635b2c-89e9-439a-bc1c-2829960e3a51 · inbound

Physical Plausibility Reasoning via HCM-GRPO: Empowering Compact Model for Superior Performance cites this paper.

Physical Plausibility Reasoning via HCM-GRPO: Empowering Compact Model for Superior Performance UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T22:36:11.147390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28feec9a-d558-4ebf-ace4-d36e32f7334c · 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 UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:58:05.791235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b46ee091-753d-47e4-968c-a9b3c93b4505 · 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 UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:29:48.184464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5db8c87e-4add-4abe-9f07-e54256cb29f9 · inbound

PlanBench-V: A Spatial Planning Map Benchmark for Vision-Language Models cites this paper.

PlanBench-V: A Spatial Planning Map Benchmark for Vision-Language Models UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:26:56.356162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b2d04b5b-051e-4177-aebb-86ad9a7fd6ee · inbound

Beyond Absolute Scores: Relative Edit-induced Difference for Generalizable Image Aesthetic Assessment cites this paper.

Beyond Absolute Scores: Relative Edit-induced Difference for Generalizable Image Aesthetic Assessment UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:06:55.940434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 177587ff-e94c-4fd6-b1f7-b7041621430f · inbound

Beyond Absolute Scores: Relative Edit-induced Difference for Generalizable Image Aesthetic Assessment cites this paper.

Beyond Absolute Scores: Relative Edit-induced Difference for Generalizable Image Aesthetic Assessment UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T11:14:37.644144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 39bc8594-a06c-4265-a284-b8ca505943b3 · inbound

COMPASS: Grounding Composition-Intent Guidance in Unified Multimodal Models cites this paper.

COMPASS: Grounding Composition-Intent Guidance in Unified Multimodal Models UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T10:14:36.372987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fae5d6e2-c4a5-4122-ade6-0f3d8f1fb9d6 · inbound

Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models cites this paper.

Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:20.878286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.