Paper Citation Record · LEDGER

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties

As of 22 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2412.11482.

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

pith.paper-citation-record.v1
2412.11482 v3

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:03:00.436324Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:49:31.159485Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T19:49:31.222312Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy20
unresolved6
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ba79d287-b94c-4dab-b47d-ce40d1721fd7 · outbound

This paper cites an unresolved cited work.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:00.897893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c9fd893a-c993-4b7b-b95d-449a365734c5 · outbound

This paper cites Performance evaluation methods for multiple-target-tracking algorithms,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Performance evaluation methods for multiple-target-tracking algorithms,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.883787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6343ddcd-92c5-42d0-ba38-8816401f1ee7 · outbound

This paper cites Ambiguities in evaluating performance of multiple target tracking algorithms,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Ambiguities in evaluating performance of multiple target tracking algorithms,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.867743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d76b001a-c147-4c98-9b89-9d377458b13c · outbound

This paper cites A performance assessment environment for radar signal processing and tracking algorithms,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties A performance assessment environment for radar signal processing and tracking algorithms,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.855337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a4cd223b-ccce-45eb-b851-8d592588b9bd · outbound

This paper cites Performance metrics for multiple- sensor multiple-target tracking,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Performance metrics for multiple- sensor multiple-target tracking,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.843313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9263e815-9c3a-4a11-b36f-fafee868b75c · outbound

This paper cites an unresolved cited work.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:00.830180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e7fd48b-0246-4818-8617-c185393c9c59 · outbound

This paper cites Multitarget miss distance via optimal assignment,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Multitarget miss distance via optimal assignment,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.817880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a005ee42-c022-4adb-90d5-c8722ce0d575 · outbound

This paper cites A consistent metric for performance evaluation of multi-object filters,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties A consistent metric for performance evaluation of multi-object filters,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:00.363145Z

Source-reported events for the cited work

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Observation dfe1f540-1731-48d0-8612-cea89adf5658 · outbound

This paper cites A new metric between distributions of point processes,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties A new metric between distributions of point processes,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.693473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c1208b23-46ef-4f1c-9111-f1192774fbb6 · outbound

This paper cites Metrics for evaluating feature-based mapping performance,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Metrics for evaluating feature-based mapping performance,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.681121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3c2ea6b6-225b-44ae-8b29-7ee6d002fffd · outbound

This paper cites Gen- eralized optimal sub-pattern assignment metric,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Gen- eralized optimal sub-pattern assignment metric,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.669017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ebf97022-5b3e-4281-be2a-b4fa396f6a4c · outbound

This paper cites Spooky effect in optimal OSPA estimation and how GOSPA solves it,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Spooky effect in optimal OSPA estimation and how GOSPA solves it,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.656911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5fcfd71a-8e71-49f9-a398-3da6a7a3aea2 · outbound

This paper cites An analysis on metric-driven multi-target sensor management: GOSPA versus OSPA,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties An analysis on metric-driven multi-target sensor management: GOSPA versus OSPA,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.643731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 80d601d6-b2d7-401e-97ce-858513af04b3 · outbound

This paper cites Incorporating track uncertainty into the OSPA metric,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Incorporating track uncertainty into the OSPA metric,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.629727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe20f76c-b57f-4f38-a3ec-98f82677db6b · outbound

This paper cites A track quality based metric for evaluating performance of multitarget filters,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties A track quality based metric for evaluating performance of multitarget filters,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.616033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 811d293e-e196-4bf8-aeec-db250c2dc316 · outbound

This paper cites An uncertainty-aware performance measure for multi-object tracking,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties An uncertainty-aware performance measure for multi-object tracking,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.601277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 734585d3-5a67-441f-a79c-7f68dfbedb26 · outbound

This paper cites Poisson multi-Bernoulli mixture filter: direct derivation and implementa- tion,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Poisson multi-Bernoulli mixture filter: direct derivation and implementa- tion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.585774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 65969e74-b462-471a-8105-37fa9306ffdb · outbound

This paper cites Marginal multi-Bernoulli filters: RFS derivation of MHT, JIPDA, and association-based MeMBer,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Marginal multi-Bernoulli filters: RFS derivation of MHT, JIPDA, and association-based MeMBer,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.572775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 900a742a-6c61-4f12-9b6c-c576d5aedfb1 · outbound

This paper cites Gaussian implementation of the multi-Bernoulli mixture filter,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Gaussian implementation of the multi-Bernoulli mixture filter,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.556781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 74bf35dc-8ace-4f3c-b052-e18e24fe6452 · outbound

This paper cites The labeled multi- Bernoulli filter,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties The labeled multi- Bernoulli filter,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.541851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 77c67723-8edd-4dcd-93cc-7658e0bd20d3 · outbound

This paper cites On implementing 2D rectangular assignment algorithms,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties On implementing 2D rectangular assignment algorithms,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:00.413877Z

Source-reported events for the cited work

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Observation ff446ee0-1951-4fff-a5bb-a3e5d107026c · outbound

This paper cites The distance between two random vectors with given dispersion matrices,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties The distance between two random vectors with given dispersion matrices,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.520895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aede6a90-4b1f-47bc-916e-4e0da7628335 · outbound

This paper cites Metrics for performance evaluation of elliptic extended object tracking methods,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Metrics for performance evaluation of elliptic extended object tracking methods,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.508169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7fa6a1ef-6a4e-4025-b433-5bf70a356cc2 · outbound

This paper cites A metric on the space of finite sets of trajectories for evaluation of multi-target tracking algorithms,.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties A metric on the space of finite sets of trajectories for evaluation of multi-target tracking algorithms,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:00.494307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8252fb06-5ba6-4776-869e-884dfe594270 · outbound

This paper cites an unresolved cited work.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:00.480913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f8d3c05a-4ecf-4eea-bb5e-2b34b0427c39 · outbound

This paper cites Villaniet al.,Optimal transport: old and new.

Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties Villaniet al.,Optimal transport: old and new

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:00.436324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1284dfb5-f9d9-4da1-8fb4-43504f3cc8a4 · inbound

Probabilistic Trajectory GOSPA: A Metric for Uncertainty-Aware Multi-Object Tracking Performance Evaluation cites this paper.

Probabilistic Trajectory GOSPA: A Metric for Uncertainty-Aware Multi-Object Tracking Performance Evaluation Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:49:31.228791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.