Paper Citation Record · LEDGER

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction

As of 18 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.18997.

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

pith.paper-citation-record.v1
2607.18997 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:53:03.090562Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee7e139b-c659-45a8-8891-260677f94c2c · outbound

This paper cites Qwen3-VL Technical Report.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Qwen3-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:00.153224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98d2231d-17ab-492a-8f93-00a187d4be59 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:00.263591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 624cadd8-7679-4575-bda9-016838ba9c5b · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:00.443126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c134d36-c1e1-4af6-bfff-730bd0e254e8 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:00.683300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe8fafcb-0125-4151-a1f6-839bd7073ba2 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:00.876171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e4f3dcf-ccbd-445f-93df-393cc2a74248 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.035211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f00ff9c-2194-49ec-8721-202da12f50d0 · outbound

This paper cites F., and Elyan, E.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction F., and Elyan, E

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.152049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f8c86eb-d12b-4af8-99a4-bfeb491c24c7 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.234047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2325a468-7313-48a1-ab7d-60aaea5577c4 · outbound

This paper cites Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.312778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00f7a23b-1b79-49dd-92b6-73c3b700dbd8 · outbound

This paper cites T., Y ong, Z., Chen, L., et al.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction T., Y ong, Z., Chen, L., et al

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.376253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c509a1d1-fc06-4b0a-9e32-b0f0df10a5e2 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.481487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e1b559-cc91-4ac7-a516-e34866adfeba · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.573902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9672c31b-98ec-4126-a6dc-2c6d6f1ab391 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.697193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf1c9f29-2596-44a4-843c-e729066712c6 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.791680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592fb5cd-83d2-439b-9d6d-28b2631c54e5 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.882969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d0576d-a0c1-4f2e-9756-b7ce998d04cb · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:01.994314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 374f6d21-cead-487c-afb4-3220d331d440 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.107917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abc2cab1-d3ee-4edc-a3b0-050a15aeaf50 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.184932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c34edf3-fb3b-440d-b6c4-48e18ac6e1a5 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.312808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 941732f1-c828-4ed8-ab02-f0fbb18e4058 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.433667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e98a0f9-d7bc-4cba-a2fd-96972f500c0b · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.530813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49dfa3de-430f-4e2a-82a9-4ed0e4289611 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.646023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be360f7b-d396-4cbd-bec9-21a58e28f502 · outbound

This paper cites SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.815014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0b3c5e-ec01-4807-828f-d4a6022b1f88 · outbound

This paper cites DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:02.971730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2dd24cc-8efb-4a52-86a5-5840ca7dd2b2 · outbound

This paper cites an unresolved cited work.

Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:03.090562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.