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Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 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 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:03:57.899204Z

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 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:a68f6f723fed801ab84a01980d891ee42f536709bd0c080a63047c7941382f27

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T18:11:47.141366Z digest=sha256:a8e4844ce46a8cb4a83dc2c9f6325f75d7a34033c266079be4bb477845f699d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T18:15:32.052911Z digest=sha256:2e4f5f4fca92d55b1341644d1ee1bb16da8c9ed0aa7e32916803064488f64a11