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Paper Citation Record · LEDGER

SAM Struggles in Concealed Scenes -- Empirical Study on Segment Anything

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2304.06022.

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

pith.paper-citation-record.v1
2304.06022 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:20:58.642710Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T18:13:13.172464Z

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 91217b81-64fd-4ee0-8aae-ad5dfb0120e1 · inbound

Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation cites this paper.

Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation SAM Struggles in Concealed Scenes -- Empirical Study on Segment Anything

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T18:20:58.642710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:20:58.642710Z digest=sha256:d95d28264171a772fd226551af7c8810e7f35e5b4434ccd48ef82f1536d1cb77

Observation 87fd6cc2-d108-4cab-ab28-97432c1818d8 · inbound

Segment Concealed Objects with Incomplete Supervision cites this paper.

Segment Concealed Objects with Incomplete Supervision SAM Struggles in Concealed Scenes -- Empirical Study on Segment Anything

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:03:57.899204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:03:57.899204Z digest=sha256:1f819975a79b3cab795f726a5f2d6732b28ff4542d716815a02c7d3b44752f78

Observation 36fba642-94b6-4b7a-b3b2-e3e763bbe652 · inbound

Towards Any-Quality Image Segmentation via Generative and Adaptive Latent Space Enhancement cites this paper.

Towards Any-Quality Image Segmentation via Generative and Adaptive Latent Space Enhancement SAM Struggles in Concealed Scenes -- Empirical Study on Segment Anything

Reference 77

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:13:13.174811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-16T18:11:47.141366Z digest=sha256:167e188cd5616a030abd44c731933b197305777904486d2834d7ec80db4f546b

Observation 52e6f8da-97c9-440b-9e28-c08bc969cc85 · inbound

Global-Local Feature Decoding with Adapter-Guided SAMv2 for Salient Object Detection cites this paper.

Global-Local Feature Decoding with Adapter-Guided SAMv2 for Salient Object Detection SAM Struggles in Concealed Scenes -- Empirical Study on Segment Anything

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:40:40.017141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T18:15:32.052911Z digest=sha256:d34e79aee371ede9c891ff0b4b7054e1f2be023a15256ae0bd437c370cb2454d