Paper Citation Record · LEDGER

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2607.08203.

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

pith.paper-citation-record.v1
2607.08203 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 33 of 33 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 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

33 of 33 outbound references displayed

verified exact1
verified fuzzy28
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a91f0138-fa2e-41be-8408-d91f60f678e4 · outbound

This paper cites Scientific Data10(1), 75 (2023).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Scientific Data10(1), 75 (2023)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.422872Z

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.

Observation 45ea19ec-045f-472d-aee6-114524998916 · outbound

This paper cites saliency maps from physicians.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks saliency maps from physicians

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.473920Z

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.

Observation edf5d522-349b-40d3-9b83-f72934c2d0ee · outbound

This paper cites ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T11:27:03.091516Z

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.

Observation 63e139f2-525f-4dc4-b565-7985896676a7 · outbound

This paper cites CAAI Artificial Intelligence Research 2, 9150015 (2023).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks CAAI Artificial Intelligence Research 2, 9150015 (2023)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.424788Z

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.

Observation 3d4c4480-47f4-4437-947a-f9ff0e7b4b84 · outbound

This paper cites IEEE Access10, 80575–80586 (2022).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks IEEE Access10, 80575–80586 (2022)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.430179Z

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.

Observation 196b44b6-fda5-4d71-b165-92941f40a926 · outbound

This paper cites In: Medical Image Computing and Computer Assisted Intervention (MICCAI).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: Medical Image Computing and Computer Assisted Intervention (MICCAI)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.419206Z

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.

Observation eecba6ce-75ba-4a18-a334-cfac38b8b16d · outbound

This paper cites FCB-SwinV2 Transformer for Polyp Segmentation.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks FCB-SwinV2 Transformer for Polyp Segmentation

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T11:27:02.992125Z

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.

Observation 86c0b14c-deb9-4cb2-912d-e13eef807fb5 · outbound

This paper cites In: International Conference on Multimedia Modeling (MMM).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: International Conference on Multimedia Modeling (MMM)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.428186Z

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.

Observation 72cb7a32-eaac-4020-8292-33878d7e749e · outbound

This paper cites TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T11:27:03.087419Z

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.

Observation da7c2cf2-e3c7-4fe7-b89c-51208009b52f · outbound

This paper cites Machine Intelligence Research 19(6), 531–549 (2022).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Machine Intelligence Research 19(6), 531–549 (2022)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.445467Z

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.

Observation ecc3ea1d-e0b9-47c6-b024-22180cf9f74c · outbound

This paper cites In: Proceedings of the 29th ACM International Conference on Multimedia (ACM MM).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: Proceedings of the 29th ACM International Conference on Multimedia (ACM MM)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.453126Z

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.

Observation 1168a4f4-fed4-4ec3-afce-57c95c0f0074 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.416986Z

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.

Observation 5402b00e-558f-4a7b-a562-358277b42e3d · outbound

This paper cites In: SPIE Medical Imaging 2022: Image Processing.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: SPIE Medical Imaging 2022: Image Processing

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.433999Z

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.

Observation 954abd34-4c18-49dc-a9a8-58570af94796 · outbound

This paper cites Nature Methods21(2), 195–212 (2024).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Nature Methods21(2), 195–212 (2024)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.413394Z

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.

Observation 388e10c8-e86f-486b-b10c-57d7a7ea0fba · outbound

This paper cites Visual Intelligence2(1), 1 (2025) 16 Aisha Urooj, Zain Ul Abdien, and Neelu Madan.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Visual Intelligence2(1), 1 (2025) 16 Aisha Urooj, Zain Ul Abdien, and Neelu Madan

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.451090Z

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.

Observation c673d378-8def-47a5-8f09-54fd5eb9f785 · outbound

This paper cites In: European Conference on Computer Vision (ECCV).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: European Conference on Computer Vision (ECCV)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.426471Z

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.

Observation 1542275d-d35f-4493-a325-7d601e5379f9 · outbound

This paper cites In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.449109Z

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.

Observation b2018d4e-1c51-4ae8-b1d1-b8d7e17e78ee · outbound

This paper cites In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.443446Z

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.

Observation 57918cc4-3f68-4b78-8329-9731b07a49ac · outbound

This paper cites Nature Methods21(2), 182–194 (2024).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Nature Methods21(2), 182–194 (2024)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.439682Z

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.

Observation dc0fde5f-a96a-4614-87d5-649140640f19 · outbound

This paper cites Gastroenterology112(1), 24–28 (1997).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Gastroenterology112(1), 24–28 (1997)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.465496Z

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.

Observation 62cccfc7-da99-463f-a43d-5a69e65b78b9 · outbound

This paper cites Applied Sciences10(23), 8501 (2020).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Applied Sciences10(23), 8501 (2020)

Reference 21

Resolution: verified exact; doi, observed 2026-07-10T11:27:02.986766Z

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.

Observation 04ba3a32-05f2-4608-963f-8e75634eb9de · outbound

This paper cites https://kaggle.com/competitions/ bkai-igh-neopolyp(2021), kaggle.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks https://kaggle.com/competitions/ bkai-igh-neopolyp(2021), kaggle

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.456012Z

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.

Observation 020eefe1-758b-4a7f-9fdb-82705b5c74b2 · outbound

This paper cites International Journal of Computer Assisted Radiology and Surgery9(2), 283–293 (2014).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks International Journal of Computer Assisted Radiology and Surgery9(2), 283–293 (2014)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.472167Z

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.

Observation 7495b350-dafc-4001-bc11-aaf3800479a8 · outbound

This paper cites In: International Joint Conference on Artificial Intelligence (IJCAI).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: International Joint Conference on Artificial Intelligence (IJCAI)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.437855Z

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.

Observation 5889e857-f513-46cd-a7a5-5035c4b2ac4c · outbound

This paper cites IEEE Transactions on Medical Imaging 35(2), 630–644 (2016).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks IEEE Transactions on Medical Imaging 35(2), 630–644 (2016)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.415198Z

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.

Observation 15135a2c-75bd-40cc-9e29-2febe18bd451 · outbound

This paper cites In: Chinese Conference on Pattern Recognition and Computer Vision (PRCV).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: Chinese Conference on Pattern Recognition and Computer Vision (PRCV)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.432171Z

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.

Observation 2b3d6f46-aa4b-4ad3-9e8c-580674acf39f · outbound

This paper cites Frontiers in OncologyV olume 14 - 2024(2024).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Frontiers in OncologyV olume 14 - 2024(2024)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.435940Z

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.

Observation 1b98a56c-4df9-45d7-a73d-88a91fca3390 · outbound

This paper cites Journal of Healthcare Engineering2017, 4037190 (2017).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Journal of Healthcare Engineering2017, 4037190 (2017)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.441456Z

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.

Observation 0973ef18-a92d-4085-a725-05cce1c77caf · outbound

This paper cites In: Medical Image Computing and Computer Assisted Intervention (MICCAI).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks In: Medical Image Computing and Computer Assisted Intervention (MICCAI)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.475746Z

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.

Observation fcfa9abd-ab68-4c66-81c5-b6e7506562ab · outbound

This paper cites Computers in Biology and Medicine150, 106173 (2022).

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Computers in Biology and Medicine150, 106173 (2022)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.447203Z

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.

Observation deb268b4-bed7-4242-a430-456cc20d47bf · outbound

This paper cites Gastroenterology156(6), 1661–1674 (2019) Title Suppressed Due to Excessive Length 17.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks Gastroenterology156(6), 1661–1674 (2019) Title Suppressed Due to Excessive Length 17

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.421270Z

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.

Observation 37c08ff1-e77d-4c94-b059-d8f64308aa68 · outbound

This paper cites M$^{2}$SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks M$^{2}$SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T11:27:03.084236Z

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.

Observation 357305e2-b197-48e4-af02-32aa484765bf · outbound

This paper cites gaps within noise.

Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks gaps within noise

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T11:27:03.459040Z

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.

Pith citing papers

No inbound Pith citation observations are available.