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Paper Citation Record · LEDGER

Cobra Effect in Reference-Free Image Captioning Metrics

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.11572.

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

pith.paper-citation-record.v1
2402.11572 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T13:16:04.360484Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T13:24:40.527051Z

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 9457e229-e589-4597-8b6e-3812dae0f194 · inbound

BEiTScore: Reference-free Image Captioning Evaluation with an Efficient Cross-Encoder Model cites this paper.

BEiTScore: Reference-free Image Captioning Evaluation with an Efficient Cross-Encoder Model Cobra Effect in Reference-Free Image Captioning Metrics

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:04:45.998755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T09:01:24.453821Z digest=sha256:c91560acfa1e1278b3ed5759bf332dcb3d898dbbaa8662ede943b68fc2b9a897

Observation 89e8a7d2-7120-4c0b-9f3d-9a4b6f024449 · inbound

Do Image-Text Metrics Respect Semantic Invariances? cites this paper.

Do Image-Text Metrics Respect Semantic Invariances? Cobra Effect in Reference-Free Image Captioning Metrics

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T13:24:40.529630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T13:16:04.360484Z digest=sha256:291f78ddd9f4382381aab8f8dc2bc9fbb29a88484756ae30466401b29a6d2202