Pith. sign in

Paper Citation Record · LEDGER

MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2404.09486.

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

pith.paper-citation-record.v1
2404.09486 v2

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 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:26:15.088404Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T04:32:33.203813Z

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 8d10f1bd-dfb7-48b5-a7ad-057fc629b2f2 · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 94

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:32:33.207510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-23T04:30:38.804702Z digest=sha256:35f0edafbb0f1d9541761a0ae5a20158e695b3ffd71f1f159b0f1c1097fe14db

Observation 573dda8e-ab3b-45d6-b919-5468638ee61b · inbound

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments cites this paper.

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:57:16.244535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T11:57:08.314088Z digest=sha256:41e812d5d5a0617957778b5a13e4b847bbc74722963865561ce63a054d66a3b9

Observation 61f359e5-b834-465e-a679-61d5bec19075 · inbound

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design cites this paper.

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:15.088404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:26:15.088404Z digest=sha256:64c234c3b7ecb7afcab617eec96857540c73d0ca28ed43acdf2e27f65bc95045

Observation f3450736-3817-48e6-9ca6-50b2f2fcdf67 · inbound

Multilingual Multimodal Software Developer for Code Generation cites this paper.

Multilingual Multimodal Software Developer for Code Generation MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T18:18:53.801064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:53.801064Z digest=sha256:36d8be1e41b2211ab3f00dbc6ac2d2b347e3b687ca4bec739e6cdebf2c37b55d

Observation 64eefe0e-4b8c-49fe-b5a0-279ab978312f · inbound

FairReason: Balancing Reasoning and Social Bias in MLLMs cites this paper.

FairReason: Balancing Reasoning and Social Bias in MLLMs MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T11:09:04.748471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:09:04.748471Z digest=sha256:2b62083239db98703c5d33143cf80243cb8b21817fd81c2b9264e93cc8601b27

Observation 119c5331-5187-448b-b7d6-c6acb141cb7f · inbound

VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models cites this paper.

VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T20:44:37.655941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T20:44:37.655941Z digest=sha256:66e67fc7ff03792af250db4b1c0763cfec4044481021c5c2ab23dbad95c27ded

Observation 72a4aa70-42da-4596-8e02-576f46a02e9d · inbound

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes cites this paper.

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-05T19:03:09.695133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:03:09.695133Z digest=sha256:6681101fcb6a55667de89d686ed7db05f893cadd3a1d048a0e970bc6ce7c18e0

Observation e70609b5-6e4b-4f82-8c92-4f85e7a6378f · inbound

SVRepair: Structured Visual Reasoning for Automated Program Repair cites this paper.

SVRepair: Structured Visual Reasoning for Automated Program Repair MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T06:11:24.737429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T06:11:24.737429Z digest=sha256:f5f5f9b32b8af97be81b9b05615c0ffd3d56b4370d9a49c1ae62a2a9f120c7f0

Observation 6054ffdd-f7e2-4d57-9dc4-a73ca2ba512b · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-15T20:16:34.456470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-15T20:12:46.385646Z digest=sha256:755e6953030f12f71189fd3a88b1d5cc6db20c0296722231e04cd4ddda5c1349

Observation 4a46117c-ad85-4711-bc31-ea1d734d265d · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:31:25.174665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T10:30:06.829915Z digest=sha256:5370b9224657d7a4373663cad2c267cef5c29dd8f4ddabbbf84db1120096aedc

Observation d477d8c0-a048-43cf-9752-c1307870ddc2 · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T22:00:06.512766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:00:06.512766Z digest=sha256:033fb89aad50ca36c24f0a79d5f20f972906e83ea4c32ec629404fb0a04e42d8