Paper Citation Record · LEDGER

AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2401.08276.

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

pith.paper-citation-record.v1
2401.08276 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 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 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:25:18.462105Z

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

6
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 431cee1e-e348-40e4-afcd-0bdf18ecdab6 · inbound

HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator cites this paper.

HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T12:25:18.462105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1111dc9-df06-4dca-9513-a6ceed6dd793 · inbound

Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation cites this paper.

Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T10:28:48.882081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f10a1178-ef77-4fd6-ad54-37a8a2eac59f · inbound

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models cites this paper.

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T08:15:51.494437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfdbdebe-fb74-413d-b857-1f70215a14e2 · inbound

Stable diffusion models reveal a persisting human and AI gap in visual creativity cites this paper.

Stable diffusion models reveal a persisting human and AI gap in visual creativity AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:15:10.453972Z

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 ed057bbe-e274-4e92-bef8-37aa46ab4330 · inbound

The Algorithmic Gaze of Image Quality Assessment: An Audit and Trace Ethnography of the LAION-Aesthetics Predictor cites this paper.

The Algorithmic Gaze of Image Quality Assessment: An Audit and Trace Ethnography of the LAION-Aesthetics Predictor AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-16T14:07:58.830600Z

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 cdc64231-7b91-4916-9a7c-d41367bec60b · inbound

What Do Vision-Language Models Encode for Personalized Image Aesthetics Assessment? cites this paper.

What Do Vision-Language Models Encode for Personalized Image Aesthetics Assessment? AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:16:03.367700Z

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 53eeca0a-9547-4e63-ae04-306198b310aa · inbound

Tunable Polariton Canalization in Natural van der Waals Oxide cites this paper.

Tunable Polariton Canalization in Natural van der Waals Oxide AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T21:31:36.368963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6feb9074-2ca1-43a3-8b4d-b8e7545fff10 · inbound

Redefining Quality Criteria and Distance-Aware Score Modeling for Image Editing Assessment cites this paper.

Redefining Quality Criteria and Distance-Aware Score Modeling for Image Editing Assessment AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:36:04.775235Z

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 5a0f223d-562b-4e09-992a-f7a1e2e95289 · inbound

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models cites this paper.

MultiEmo-Bench: Multi-label Visual Emotion Analysis for Multi-modal Large Language Models AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:49:48.010048Z

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 5911451f-e2b2-4e76-a183-440db95061fb · 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 AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:26:56.345739Z

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 6995fd78-dc0f-402e-81e9-096123fe0577 · inbound

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

COMPASS: Grounding Composition-Intent Guidance in Unified Multimodal Models AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T10:14:36.379574Z

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 26e410f7-60e1-471d-842c-afb17610e2fc · 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 AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:54:20.894790Z

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 4a3dba16-dc5a-40bd-9e15-6ff73d6c2ab9 · inbound

Personalized Image Aesthetic Assessment via Preference-rich Sample Mining and Cohort Merging cites this paper.

Personalized Image Aesthetic Assessment via Preference-rich Sample Mining and Cohort Merging AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T22:28:23.644746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 192a3b2a-fcb1-41e3-ab21-d4c82faa3394 · inbound

What Transfers from Text to Vision? Capability Scaling Laws and Transfer Dynamics for VLMs cites this paper.

What Transfers from Text to Vision? Capability Scaling Laws and Transfer Dynamics for VLMs AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T02:46:49.750743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.