Paper Citation Record · LEDGER

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning

As of 5 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2606.11152.

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

pith.paper-citation-record.v1
2606.11152 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:48:07.845039Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T15:15:14.024594Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T15:18:32.701920Z

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy0
unresolved20
parse uncertain2
malformed identifier0
metadata mismatch14

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 532909e7-bf6b-4721-8db8-bb8d3e3a03d5 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bfa2fcd-a5b7-4b9e-84d3-6ca718fe8ce5 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Advances in Neural Information Processing Systems , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a9a780c-ff41-4b18-babf-05cea9b2e3ca · outbound

This paper cites ACM Transactions on Graphics (TOG) , volume=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning ACM Transactions on Graphics (TOG) , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c4abb73-2011-4a22-b40c-e12714f29084 · outbound

This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Proceedings of the IEEE/CVF international conference on computer vision , pages=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca03bd7e-b1cd-44c4-b43f-9adc3bb33da5 · outbound

This paper cites an unresolved cited work.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Unresolved cited work

Reference 5

Resolution: parse uncertain; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba78aeeb-6965-48fc-9391-eeafe8d3df81 · outbound

This paper cites 2025 , eprint=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning 2025 , eprint=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83762c8a-3409-46aa-8ea7-a67a2938d553 · outbound

This paper cites 2026 , url=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning 2026 , url=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91476d2e-7771-4c61-8e06-88ac2196512f · outbound

This paper cites 2026 , eprint=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning 2026 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c49cfe64-5e20-4295-98f7-e7353ae05730 · outbound

This paper cites ArtiCAD: Articulated CAD Assembly Design via Multi-Agent Code Generation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning ArtiCAD: Articulated CAD Assembly Design via Multi-Agent Code Generation

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.006702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b519007-3920-47c4-86ee-879c496d471c · outbound

This paper cites Articraft: An Agentic System for Scalable Articulated 3D Asset Generation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Articraft: An Agentic System for Scalable Articulated 3D Asset Generation

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.012515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1ca406b9-5317-4ab0-9b9d-bc2528fe2a45 · outbound

This paper cites LL3M: Large Language 3D Modelers.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning LL3M: Large Language 3D Modelers

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.001296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bf1e5520-b144-4cee-a9a0-b5aad6b724ac · outbound

This paper cites Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.018009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3f1d64fd-8075-43e4-a428-448d880af600 · outbound

This paper cites SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:37:37.034233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 594fca20-ff70-48f8-a659-73707b9d580f · outbound

This paper cites and Furukawa, Yasutaka , booktitle =.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning and Furukawa, Yasutaka , booktitle =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221fa26d-4ea8-4afd-bfae-07c0179c5245 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Evaluating Large Language Models Trained on Code

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.036956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7cd811ce-3650-4a0d-bf94-2206804c0673 · outbound

This paper cites International Conference on Learning Representations , volume=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning International Conference on Learning Representations , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c2a7fd-cca1-4c2b-9e2f-d71e48b399fc · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning The Eleventh International Conference on Learning Representations , year=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22763fa-49af-4ba9-895d-b13ddea258d3 · outbound

This paper cites Communications of the ACM , volume=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Communications of the ACM , volume=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0aec707-7225-4e6c-8137-f0316ae7005d · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d94294-56db-4839-a0a6-808f30ed744b · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Advances in Neural Information Processing Systems , volume=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1f2181-56e1-47a9-8ce1-d64c9fef49af · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Advances in Neural Information Processing Systems , volume=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beb5424c-c4fa-4f0d-86d0-f53c5696843d · outbound

This paper cites International Conference on Learning Representations , volume=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning International Conference on Learning Representations , volume=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4209b3e7-52dd-4e03-a05f-6738149adc4c · outbound

This paper cites T$^3$Bench: Benchmarking Current Progress in Text-to-3D Generation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning T$^3$Bench: Benchmarking Current Progress in Text-to-3D Generation

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.040112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 739b51e2-4662-4d7f-b900-3a61ca7ef1dd · outbound

This paper cites 3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning 3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.009652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ad59278-c2f4-4f59-988e-8985a5f91491 · outbound

This paper cites Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.015198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bc36db4f-8eb4-4a3d-b734-f949d5423537 · outbound

This paper cites Cadsmith: Multi-agent cad genera- tion with programmatic geometric validation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Cadsmith: Multi-agent cad genera- tion with programmatic geometric validation

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.020711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 46fd3496-8947-4683-a67d-bb6b0b43ab49 · outbound

This paper cites Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.003823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 008b805a-3003-4e67-8eef-d779187c7581 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ea49ad-bc7c-40ea-83a1-69cba5d12386 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning The Fourteenth International Conference on Learning Representations , year=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a93cbf3-5f09-4aeb-a248-6bb95f2092bf · outbound

This paper cites VoxelCodeBench: Benchmarking 3D World Modeling Through Code Generation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning VoxelCodeBench: Benchmarking 3D World Modeling Through Code Generation

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.028584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c9a66bc-2cf6-4d4f-bba3-9fc474850ee4 · outbound

This paper cites 2026 , eprint=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning 2026 , eprint=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bbbf1d9-5ec6-488a-85bf-ca0a2467315e · outbound

This paper cites Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.031348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8979e3f2-4881-4936-a995-4946419535be · outbound

This paper cites BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.026021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 54acb6e5-58b2-4d13-974d-d231d812387c · outbound

This paper cites MUSE: Benchmarking Manufacturable, Functional, and Assemblable Text-to-CAD Generation.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning MUSE: Benchmarking Manufacturable, Functional, and Assemblable Text-to-CAD Generation

Reference 34

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:37:37.023264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bf3a7c61-3092-462d-b6ab-7c4e1eee79b7 · outbound

This paper cites 2026 , eprint=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning 2026 , eprint=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c388c28b-b9be-45ca-9bff-0790e9b01cfe · outbound

This paper cites an unresolved cited work.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Unresolved cited work

Reference 36

Resolution: parse uncertain; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a034103-8aa8-461c-bc03-3c10745f675e · outbound

This paper cites Transactions on Machine Learning Research , issn=.

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning Transactions on Machine Learning Research , issn=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T13:48:07.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6cb6692f-24b7-41f4-bd1b-93c4e700e012 · inbound

PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation cites this paper.

PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning

Reference 87

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T15:18:32.703113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.