Paper Citation Record · LEDGER

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2402.04788.

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

pith.paper-citation-record.v1
2402.04788 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:23:01.041270Z

measured 1 of 1 external citation measurements

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

Source: pith, 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

5
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cb499709-1d31-4e76-9d12-ef6c59a6eaeb · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:08:36.075491Z

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 85009f16-0f8c-42a4-9efe-30768a7fe44c · inbound

REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations cites this paper.

REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T04:23:01.041270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 482411d4-fa0d-4e8a-8461-2d9a13dd25dd · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 196

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:23.258498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e68f6283-fb80-43fa-ac1c-763f9e4bb065 · inbound

Towards an AI co-scientist cites this paper.

Towards an AI co-scientist MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:02:44.420423Z

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 b34f1779-4abc-4d04-83ea-91e003946f69 · inbound

$I^2G$: Generating Instructional Illustrations via Text-Conditioned Diffusion cites this paper.

$I^2G$: Generating Instructional Illustrations via Text-Conditioned Diffusion MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:36.345971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 983eec7b-6599-4169-9aea-8f3adc1d6000 · inbound

Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of Charts cites this paper.

Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of Charts MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:05.448409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0b113d-24da-4dca-943b-db2765bbe411 · inbound

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image cites this paper.

HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:55:50.251731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 206b4e58-b2e4-4ecb-9bce-193702e95578 · inbound

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering cites this paper.

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:10.486815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa370235-2ae2-4352-96ee-a0c211d7ee3a · inbound

IntuiTF: MLLM-Guided Transfer Function Optimization for Direct Volume Rendering cites this paper.

IntuiTF: MLLM-Guided Transfer Function Optimization for Direct Volume Rendering MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:54.855811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a200616-6228-4a03-a1ee-4fe5f100a1a2 · inbound

Adaptive Repetition for Mitigating Position Bias in LLM-Based Ranking cites this paper.

Adaptive Repetition for Mitigating Position Bias in LLM-Based Ranking MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:03.479513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e47dc2-c021-40db-aded-c3635a193cdb · inbound

Does Pass Rate Tell the Whole Story? Evaluating Design Constraint Compliance in LLM-based Issue Resolution cites this paper.

Does Pass Rate Tell the Whole Story? Evaluating Design Constraint Compliance in LLM-based Issue Resolution MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T18:45:43.535505Z

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 c474bfe6-1dca-4c9c-a17f-4b61f9cf7df5 · inbound

Deep Pre-Alignment for VLMs cites this paper.

Deep Pre-Alignment for VLMs MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:27:39.161323Z

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 f58c1f56-4a97-4173-a55b-6348d1112e3b · inbound

NextMotionQA: Benchmarking and Judging Human Motion Understanding with Vision-Language Models cites this paper.

NextMotionQA: Benchmarking and Judging Human Motion Understanding with Vision-Language Models MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:26:46.211206Z

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 43aab11e-2796-4f18-aa2a-f935279c612a · inbound

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation cites this paper.

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:40:07.108811Z

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 4ae4865e-347b-4249-823b-2178a3383d0d · inbound

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation cites this paper.

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:35:39.554250Z

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 4c088528-20a4-49ec-af11-57dd9238495d · inbound

MentalThink: Shaping Thoughts in Mental SVG World cites this paper.

MentalThink: Shaping Thoughts in Mental SVG World MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 229

Resolution: unresolved; no resolver link, observed 2026-07-12T01:50:59.184754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f92b4b2-4ed7-4543-910f-cf5899c7687a · inbound

LLM-as-a-Verifier: A General-Purpose Verification Framework cites this paper.

LLM-as-a-Verifier: A General-Purpose Verification Framework MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 70

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T12:53:50.221998Z

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 7fe4ef8e-7ef3-4cbb-90fe-4457cebebf50 · inbound

LLM-as-a-Verifier: A General-Purpose Verification Framework cites this paper.

LLM-as-a-Verifier: A General-Purpose Verification Framework MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 70

Resolution: unresolved; no resolver link, observed 2026-07-11T07:02:51.850836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50983d72-a1f0-41fc-9126-68fad673c8f0 · inbound

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models cites this paper.

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T02:18:01.617281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 646e77bc-12dd-4ed3-8be8-7c4c6a2375ff · inbound

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges cites this paper.

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Reference 288

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:42.558312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.