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Paper Citation Record · LEDGER

AnoVox: A Benchmark for Multimodal Anomaly Detection in Autonomous Driving

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.07865.

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

pith.paper-citation-record.v1
2405.07865 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 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:56.510037Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6cb214b3-9842-4b0d-81a3-b75722c744c3 · inbound

Anomalous Decision Discovery using Inverse Reinforcement Learning cites this paper.

Anomalous Decision Discovery using Inverse Reinforcement Learning AnoVox: A Benchmark for Multimodal Anomaly Detection in Autonomous Driving

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:56.510037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:56.510037Z digest=sha256:487d16be70f5168de197000d69b0453b59df79d79bc22a8297c74e8df0c78424

Observation c18ef2e5-8e22-4472-86d2-d7c815d295ae · inbound

A Data-Driven Novelty Score for Diverse In-Vehicle Data Recording cites this paper.

A Data-Driven Novelty Score for Diverse In-Vehicle Data Recording AnoVox: A Benchmark for Multimodal Anomaly Detection in Autonomous Driving

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:50:41.321208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T19:50:41.225053Z digest=sha256:940cf900f9117eff291ca1dbfd7e5d39748a9a96178729f007a0a1220c30d278

Observation 3ae238eb-6c8b-4449-aa3f-3b131daa3cb9 · inbound

Road-Aware Anomaly Segmentation with Query-Guided Polygons and CLIP in Autonomous Driving cites this paper.

Road-Aware Anomaly Segmentation with Query-Guided Polygons and CLIP in Autonomous Driving AnoVox: A Benchmark for Multimodal Anomaly Detection in Autonomous Driving

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-11T20:13:45.453581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:13:45.453581Z digest=sha256:8a9177c547a0cf89692a9e20277f9aee3c22cfcf532e1f31782c70a167ddb292