Paper Citation Record · LEDGER

Set Visualizations for Comparing and Evaluating Machine Learning Models

As of 11 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2502.14675.

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

pith.paper-citation-record.v1
2502.14675 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:21:43.772610Z

measured 56 of 56 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

verified exact6
verified fuzzy0
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5a62b65-06d9-4ff1-8dad-0fa797ebc42a · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-09T23:21:44.330376Z

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.

Observation f62beca7-dacf-427f-9c7c-15e7747647b9 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:42.877821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f75edc3b-d8d3-47e0-a2a7-8b615769e7c3 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:42.985406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e777f6-0f1d-4eeb-9780-9e0c806be940 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.019415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e85da4d-eb5b-49e9-b7a7-278a6a7b6415 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-09T23:21:44.245218Z

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.

Observation b9945431-330b-4ab9-83bc-5ab1364aa337 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.029273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b6c17e8-36fb-481c-8f98-08f7bc9ab6c2 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T23:25:51.146487Z

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.

Observation 8d2d6643-493b-4087-b667-971579f8cc2b · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.038416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f58cd8ff-4530-4fae-aa26-969dbba8745a · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.043169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ccd0622-0064-4401-a0be-5b386b8bec3d · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.047418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf91c16-75b5-420b-acf3-d564cf4b853a · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.411479Z

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.

Observation 7f7e8c27-0669-4d86-988a-ab5fdea675e2 · outbound

This paper cites R-FCN: Object Detection via Region-based Fully Convolutional Networks.

Set Visualizations for Comparing and Evaluating Machine Learning Models R-FCN: Object Detection via Region-based Fully Convolutional Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.055970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2969dafd-4f9a-462c-8a71-9f44bb5ef363 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.061523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 326f67c7-d027-4956-ac09-5fe75cc30943 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.066148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 095f1d37-c97c-4101-847e-2c5ace3fff59 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.070050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2240acb-a619-4181-aadc-ecdea8f768df · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.074679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a2c5cd-8c4f-4a1d-a0c4-9957dddab2ce · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.079378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dcf40fd-263d-4505-bdaf-80ae695d826c · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.083413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00cb6a43-0302-463f-b427-eed702ab1c86 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.087896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea6c2b7-39c2-445a-a470-49218c23cc38 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.092423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28c4c89f-75a8-4ade-9796-43be40e807d7 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 21

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T23:24:20.821152Z

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.

Observation f7825a87-4ee4-49bf-b563-26f14d39de31 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.388379Z

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.

Observation de1e13ec-a62d-4a60-ba6d-e6ba6a7a878e · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.104252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec9fc80-1320-428a-83a6-76ccc03cdaa2 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.109500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfa0cc8-5739-41a0-a423-fc57bcb7fdcc · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.173913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 361737fa-a0cb-44f7-a233-e8ed4a2819d1 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.238220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7204815-58b9-4dd7-bd14-3fb3a95148c0 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.352253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f37585a-521d-49c8-8f3c-364486e53304 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.363837Z

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.

Observation 429dadb4-5648-401f-8460-b2100f3379c8 · outbound

This paper cites https://doi.org/10.1007/978-3-319-10602-1_48.

Set Visualizations for Comparing and Evaluating Machine Learning Models https://doi.org/10.1007/978-3-319-10602-1_48

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.458571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd29e54-7415-41fe-a6e4-10be2b311a17 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.349853Z

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.

Observation a409234d-490e-4c76-bd2a-4bc5cfcdb4f7 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.336018Z

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.

Observation 40db7337-cfee-4d85-877c-fd1dc1f3b465 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.543651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb5a0361-b51c-4975-a5f0-9712a3f97bb2 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-09T23:21:44.079109Z

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.

Observation a5148489-d2d1-4ffb-ac29-aa939498bcbf · outbound

This paper cites Localization Recall Precision (LRP): A New Performance Metric for Object Detection.

Set Visualizations for Comparing and Evaluating Machine Learning Models Localization Recall Precision (LRP): A New Performance Metric for Object Detection

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-09T23:21:44.049481Z

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.

Observation 1862613d-0034-446f-ac00-9e65cc7c6c7e · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.558756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94009ce5-66f6-47a1-bf89-26e54750969c · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.563281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c5c0c67-cea2-4852-9040-ebac938b6c82 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.567672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 573803fc-61d0-4413-912c-4753cdbd0131 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 38

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T23:23:05.516175Z

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.

Observation 16bec68e-ece0-41b8-b765-3247427e3ab3 · outbound

This paper cites Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning.

Set Visualizations for Comparing and Evaluating Machine Learning Models Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.576217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac451bd-65d8-4c84-9d9a-8455ba8a08f0 · outbound

This paper cites Common Limitations of Image Processing Metrics: A Picture Story.

Set Visualizations for Comparing and Evaluating Machine Learning Models Common Limitations of Image Processing Metrics: A Picture Story

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.581177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd403856-1d04-4e59-8d06-c1b0e8f753be · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.586258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f26a80f-5bae-42d7-bf5f-bb913011502b · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.321717Z

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.

Observation e08666a3-7a15-4846-8638-7dcb16ad1998 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.595992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae8226ba-d8ea-471c-8614-0bed0142cb34 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.306842Z

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.

Observation 7fb243a8-ca66-4b6e-a9a6-1e7f1fab7af4 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Set Visualizations for Comparing and Evaluating Machine Learning Models Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.676188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74becf85-391b-4a33-9a7a-1eec4c161f4d · outbound

This paper cites Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts.

Set Visualizations for Comparing and Evaluating Machine Learning Models Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.724147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ccbebb8-21cf-4a40-a867-cc612f766480 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.729406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe21391b-ed48-494a-8ed4-8b1ab74f3d48 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.733771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 379bb3ba-37b3-41fe-ad65-f39bf6e9de2d · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

Set Visualizations for Comparing and Evaluating Machine Learning Models EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.738615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35840154-2d73-4e40-aab3-a7834aefa1e7 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.743615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6c1f7e-53ab-4d97-b13f-062f5e462146 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 51

Resolution: verified exact; doi, observed 2026-08-09T23:21:43.881715Z

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.

Observation b9e1bcc7-20bc-4e5b-8ba6-6944866f135d · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.753903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082e8667-6f76-4058-b887-aaec6e213725 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-09T23:26:21.281441Z

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.

Observation 2d841535-430e-481f-a243-1d710679e9d7 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.772610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969a572f-9032-4f15-9f96-d4a699c2c6e8 · outbound

This paper cites an unresolved cited work.

Set Visualizations for Comparing and Evaluating Machine Learning Models Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.767299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a824e0-a5be-42b0-82e9-ce8fea52b32f · outbound

This paper cites IEEE Transactions on Visualization and Computer Graphics (2022).

Set Visualizations for Comparing and Evaluating Machine Learning Models IEEE Transactions on Visualization and Computer Graphics (2022)

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:43.763106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.