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Paper Citation Record · LEDGER

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation

As of 21 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.09101.

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

pith.paper-citation-record.v1
2608.09101 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:38:02.072014Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02d34a61-9a60-4e23-9371-f39396f44822 · outbound

This paper cites SAM 3: Segment Anything with Concepts.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation SAM 3: Segment Anything with Concepts

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.890926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.890926Z digest=sha256:bae128796a4e5bd478d84f7e070a592b043694c08c0b29ce4a989ddcdeaba45c

Observation c2d1b5ed-efee-47db-89d6-b48a13c2313f · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.671672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.900112Z digest=sha256:6deeb313594c58003587e72746864ad67817a0dc725a46aaa5504685b7769207

Observation c6bab5fa-b6af-4d8c-9c22-d4fcd1f48d9c · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.653507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.906792Z digest=sha256:2046bb4648cb02d224757edad30885beb9514807ee9d2a9807ff6395595280b0

Observation c4409a58-3cfd-410a-881e-c767a866ba40 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation International Conference on Learning Representations (ICLR) , year =

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.637245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.912047Z digest=sha256:8d442ad011bf4de9d98fa758f456f120ab0a7769ece41e10948b95f45f67368f

Observation ef6a5eee-6ee8-4cec-8f9c-4d71346bebd8 · outbound

This paper cites Proceedings of the 38th International Conference on Machine Learning , series =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the 38th International Conference on Machine Learning , series =

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.917900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.917900Z digest=sha256:865fbe14b66d2d1cdc4d4ccec83cdaf5d342bbe6592ea49de57ccccdfa1204c8

Observation e95259e9-1232-4af5-9890-01c84a1a2546 · outbound

This paper cites 2024 , note =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , note =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.609346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.923230Z digest=sha256:fb9fc14a9d50b9a4f145e9149e5812b4fb12ed82d6c23b965a8ff94a35b62dd6

Observation ec7a53da-74b2-4d85-911b-2beab8614f7f · outbound

This paper cites 2024 , note =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , note =

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.592273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.928238Z digest=sha256:b8b6b8e3d741f69452399222d8acdc67b61ab642f4723eb58df45ac292d54b89

Observation 953b9f4e-ad49-4bbf-8237-ec589baf0ef3 · outbound

This paper cites 2021 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2021 , doi =

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.573058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.933258Z digest=sha256:78459de60a74cf7416e4847aa4d5b648c882a477b188f10107232764658ed1d9

Observation 5a00f680-93a5-43b0-ac6a-d670ef80766a · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.938925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.938925Z digest=sha256:1f1d6b7628c1e4fc28972d67c8a97f401d7f904077876f9097f1e083e10dcb93

Observation 1abf98b7-09ab-4098-851c-60ab424a9d3b · outbound

This paper cites 2025 , eprint =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2025 , eprint =

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.543152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.944168Z digest=sha256:a1db0b577f60342980756f3fb7ee6035287d3df160920e3604a292c501969685

Observation a81b8cc8-a160-4865-bd76-834698cc45fc · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.527466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.949362Z digest=sha256:92cfa5c2a90f055d789bcae6414746aab62151b2bc6a97cb71c848259f84e5f6

Observation 25e70540-37b7-4958-9667-12158c9ce432 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.509864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.953956Z digest=sha256:6d7a9a5812b8dd6d5c41fc22eb67bd7866318636c3c22ee346d27054ec2ca81a

Observation 1970bafd-5c7d-48e4-a390-2a3bd02f7474 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation IEEE Transactions on Geoscience and Remote Sensing , volume =

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.487850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.958627Z digest=sha256:cd72c711dc426214e6617ff4391ebaf986e042bbbeaba7ff5b0189f810c4732a

Observation 4f714500-6249-430a-a4fb-79177466867f · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the AAAI Conference on Artificial Intelligence , volume =

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.465634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.963566Z digest=sha256:66d54bb42f128ab6e9689ec3e46043633e7acb096c7f1945d48feca72de1726c

Observation 30824d42-2db1-4970-95bc-e430ad007594 · outbound

This paper cites Estimating label quality and errors in semantic segmentation data via any model.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Estimating label quality and errors in semantic segmentation data via any model

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.968964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.968964Z digest=sha256:e14c0fe709e62c9ce75dd20c82280669aa368584a4a26c9468d782899d2f78c3

Observation 9c39cc6b-ad5d-40a6-a30f-cb89bb0aeaab · outbound

This paper cites and Wang, Yi and Li, Qingyu and Zhu, Xiao Xiang , journal =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation and Wang, Yi and Li, Qingyu and Zhu, Xiao Xiang , journal =

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.447477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.974750Z digest=sha256:4b25b6c927313f85f3b5704be8595c5ea6132813b1c101e4735698ff300d120d

Observation 0e42357c-4350-40d4-8b05-9e0033208f6d · outbound

This paper cites 2025 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2025 , doi =

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.430127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.980934Z digest=sha256:170fe7f09e5af8110b42596b12150cd67fd3f9172771affc48738e49c1860845

Observation a490007e-39c8-43fd-97b2-c72ef9202595 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.413370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.985885Z digest=sha256:9cb752681bddc3404af5a24f4aa502f1ccb4b1d49e0ed3b5fdc5cad053fdb1c9

Observation f48e413b-e702-4233-b8e4-b675c4811a47 · outbound

This paper cites 2024 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , doi =

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.396718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.991165Z digest=sha256:bf0ac396a4bbb9c6d9bf6b748c874f4473b46a95044be247f3c672a62fa20425

Observation 79692f53-9a9c-49ce-ac1f-a98805bb579c · outbound

This paper cites Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , volume =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , volume =

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.377525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:01.995831Z digest=sha256:c477a9b230b389a1d240ff4a5730277370dd0a106dc9223ad208f8b8c8913798

Observation 3eec7ec9-8bf7-4321-9d8c-38736818837a · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.360101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.001024Z digest=sha256:41ea92ba4c1b720d59ffed2f8974b0ca2ed5a4cd8ff039c9164ec18c2400d402

Observation 319cbec3-7420-4264-85e7-e37e225b5fc6 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.343792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.006006Z digest=sha256:f0fdbeef1209382fbee8893c1fb8a30be4aaf2cbe7ea9eb429053731638e1a15

Observation e07f43c5-a708-4463-894b-56c9b3f5f627 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.328160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.011245Z digest=sha256:dedc6cf72e91123533abe38da15591aeaf3842bb80a53f1522289b3f516f38b0

Observation 3ae8de5c-dfe1-41a4-bb17-d70ef9aedba8 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.312146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.017262Z digest=sha256:5ff9ce37d33638d40078f02caf81765ed9438d9cb7046dbd9305cad1a3106f3f

Observation 1e707147-1f20-453e-9ae1-2b9ec45a676d · outbound

This paper cites 2018 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2018 , doi =

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.296041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.022334Z digest=sha256:f7f4b9c193e3943e20bb5084a78d0e220a7ba8c89e388d5715110bedb073ca1b

Observation 879adc3b-74fa-4f0c-b60a-74d609ca4313 · outbound

This paper cites 2021 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2021 , doi =

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.281059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.027211Z digest=sha256:3a162db54927b953754a68061d29dffb2c28316a1dae2e6d11bab643db289d16

Observation 479aca75-40a8-491b-9fd0-63e71f02b284 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.265617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.033505Z digest=sha256:725908fbfed0ca5f54e0c68f80dfef68ea855637bbc7af42406a6bf2c5d87ede

Observation 211fe955-fa48-4046-ab65-4425733971dd · outbound

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

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.249407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.039040Z digest=sha256:af91947f7f821bc49be899240c8deeca6c2b8bcc84a839d5ef98b6d382f9f625

Observation 53ddb660-3f73-43fc-8052-1fc30a589699 · outbound

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

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.231974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.044526Z digest=sha256:4eb14cc222a9ff93dbf83d1a19b63da35d67054fbeb5d78c06e99cb0f032b5cc

Observation f4efac5c-059d-49f3-83af-75628ba02ea0 · outbound

This paper cites Proceedings of the European Conference on Computer Vision (ECCV) , pages =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the European Conference on Computer Vision (ECCV) , pages =

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.215320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.050037Z digest=sha256:49021c55fb3185e7ed314bea9636785b0aa9a59c6f653c9df5ba9fccd68cf152

Observation 9622d2bd-4828-4df1-84f8-e0e74a548370 · outbound

This paper cites Extract Free Dense Labels from.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Extract Free Dense Labels from

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.199275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.055069Z digest=sha256:018e857f67e99eaf5d48524d063d2729ff9c738c105e3c7cda2677362ed102d1

Observation c4b074e3-6bf7-427d-bc4e-e8bfa75edfe8 · outbound

This paper cites , booktitle =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation , booktitle =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.182599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.060657Z digest=sha256:adf5c8e5f5af9ecef38bfef4df5f88f741a83641f2194ed2a9750c3f76a78bc4

Observation 4fb560ff-c3cd-420a-81dc-722d08e8ce0b · outbound

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

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.163282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.065983Z digest=sha256:04f6e9915ebbc48e6e67fcad6205f8318aa7104c65e9af24fde6b08ebfb96e14

Observation dd1908ad-08b0-4db0-9315-37fdb03ee776 · outbound

This paper cites 2024 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , doi =

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.145876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-11T23:38:02.072014Z digest=sha256:890b687a7db0a5aaff374e49a814c354154f3b514df2b9f37678bb402b1fa730

Pith citing papers

No inbound Pith citation observations are available.