Paper Citation Record · LEDGER

Static and Plugged: Make Embodied Evaluation Simple

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2508.06553.

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

pith.paper-citation-record.v1
2508.06553 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:53:15.387994Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:30:59.306097Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T07:33:13.471031Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy24
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2dc6e1e7-1dd0-42fc-bdc3-30f5b25e306c · outbound

This paper cites Identifying label errors in object detection datasets by loss inspection,.

Static and Plugged: Make Embodied Evaluation Simple Identifying label errors in object detection datasets by loss inspection,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:20.032542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4178d9ef-8196-4ad3-ad98-7c93b620d2bc · outbound

This paper cites Objectlab: Automated diagnosis of mislabeled images in object detection data,.

Static and Plugged: Make Embodied Evaluation Simple Objectlab: Automated diagnosis of mislabeled images in object detection data,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:19.822090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff1adc69-41db-468e-a7e0-ec8fd8f5a227 · outbound

This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite,.

Static and Plugged: Make Embodied Evaluation Simple Are we ready for autonomous driving? the kitti vision benchmark suite,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:12.594015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f6d9798-122f-4848-8a95-3e4fc8832c99 · outbound

This paper cites Real-time on-board pedestrian detection using generic single-stage algorithms and on-road databases,.

Static and Plugged: Make Embodied Evaluation Simple Real-time on-board pedestrian detection using generic single-stage algorithms and on-road databases,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:19.662355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c9c7f412-2a5c-4a31-bc71-b38d0bf4eb58 · outbound

This paper cites Lmd: Light-weight prediction quality estimation for object detection in lidar point clouds,.

Static and Plugged: Make Embodied Evaluation Simple Lmd: Light-weight prediction quality estimation for object detection in lidar point clouds,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:19.431516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6aa0807-f3a4-473e-aaab-871bae742bef · outbound

This paper cites Lmd: Light-weight prediction quality estimation for object de- tection in lidar point clouds,.

Static and Plugged: Make Embodied Evaluation Simple Lmd: Light-weight prediction quality estimation for object de- tection in lidar point clouds,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:19.243865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 652c0aac-d5d7-4038-9790-212233785fce · outbound

This paper cites A novel benchmark for refinement of noisy localization labels in autolabeled datasets for object detection,.

Static and Plugged: Make Embodied Evaluation Simple A novel benchmark for refinement of noisy localization labels in autolabeled datasets for object detection,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:19.053574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f278aaa3-6017-409e-be74-79609274f1d2 · outbound

This paper cites Active label cleaning for improved dataset quality under resource constraints,.

Static and Plugged: Make Embodied Evaluation Simple Active label cleaning for improved dataset quality under resource constraints,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:18.825820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd1a6efc-2c3c-4942-ae18-c6b6bfef9ba1 · outbound

This paper cites Crowdlab: Supervised learn- ing to infer consensus labels and quality scores for data with multiple annotators,.

Static and Plugged: Make Embodied Evaluation Simple Crowdlab: Supervised learn- ing to infer consensus labels and quality scores for data with multiple annotators,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:18.634116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6bf7d2b4-39d8-46a2-97c9-fdf1ea6ada12 · outbound

This paper cites Microsoft coco: Common objects in context,.

Static and Plugged: Make Embodied Evaluation Simple Microsoft coco: Common objects in context,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:13.311399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09180b27-41fa-4496-8e07-bf1ea81aedcf · outbound

This paper cites The open images dataset v4,.

Static and Plugged: Make Embodied Evaluation Simple The open images dataset v4,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:18.430180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9a76f43-f372-4331-9c64-e61dc0efb36f · outbound

This paper cites Re- labeling imagenet: from single to multi-labels, from global to localized labels,.

Static and Plugged: Make Embodied Evaluation Simple Re- labeling imagenet: from single to multi-labels, from global to localized labels,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:18.223047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37250acc-3f0d-4ea9-8fa1-4b74d197d72d · outbound

This paper cites ‘Tailception’: using neural networks for assessing tail lesions on pictures of pig carcasses,.

Static and Plugged: Make Embodied Evaluation Simple ‘Tailception’: using neural networks for assessing tail lesions on pictures of pig carcasses,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:18.024979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5bc509c6-55d7-4c7e-a406-63be909f7d35 · outbound

This paper cites Mammogra- phy: Interobserver variability in breast density assessment,.

Static and Plugged: Make Embodied Evaluation Simple Mammogra- phy: Interobserver variability in breast density assessment,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:17.880515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9b8ef56-e25b-4dba-96e1-bf01fa794498 · outbound

This paper cites Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison,.

Static and Plugged: Make Embodied Evaluation Simple Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:17.717474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8cd48745-1f57-4ae3-b297-416088b6eb22 · outbound

This paper cites Crowdsourcing the general public for large scale molecular pathology studies in cancer,.

Static and Plugged: Make Embodied Evaluation Simple Crowdsourcing the general public for large scale molecular pathology studies in cancer,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:17.610018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68aae3e3-122b-49ae-a2d4-fbb2b30254c2 · outbound

This paper cites When does dough become a bagel? Analyzing the remain- ing mistakes on ImageNet,.

Static and Plugged: Make Embodied Evaluation Simple When does dough become a bagel? Analyzing the remain- ing mistakes on ImageNet,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:17.496274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 67377ac4-8d7e-4fe7-a86c-98285647a7bd · outbound

This paper cites Do experts make mistakes? A comparison of human and machine identification of dinoflagellates,.

Static and Plugged: Make Embodied Evaluation Simple Do experts make mistakes? A comparison of human and machine identification of dinoflagellates,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:17.361132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f039d49e-55e8-41bb-9f96-c53bb0e4fe7e · outbound

This paper cites Dealing with Disagree- ments: Looking Beyond the Majority V ote in Subjective Annotations,.

Static and Plugged: Make Embodied Evaluation Simple Dealing with Disagree- ments: Looking Beyond the Majority V ote in Subjective Annotations,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:17.177989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8477522d-e899-4496-a043-33e412de83af · outbound

This paper cites We Need to Consider Disagreement in Evaluation,.

Static and Plugged: Make Embodied Evaluation Simple We Need to Consider Disagreement in Evaluation,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:16.998164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 67aec751-cbb4-4001-a550-9113c2624f4a · outbound

This paper cites A data-centric approach for im- proving ambiguous labels with combined semi-supervised classification and clustering,.

Static and Plugged: Make Embodied Evaluation Simple A data-centric approach for im- proving ambiguous labels with combined semi-supervised classification and clustering,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:16.804001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2d6966a-4dfc-4a4c-acf1-483eb6b2a9ba · outbound

This paper cites Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation,.

Static and Plugged: Make Embodied Evaluation Simple Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:16.542764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cd61ec7c-4fa1-4aca-ad58-6b274692269f · outbound

This paper cites Learning on probabilistic labels,.

Static and Plugged: Make Embodied Evaluation Simple Learning on probabilistic labels,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:16.343799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4fe79e1d-4050-4a28-87b6-63f41697d6e5 · outbound

This paper cites Probability based dynamic soft label assignment for object detection,.

Static and Plugged: Make Embodied Evaluation Simple Probability based dynamic soft label assignment for object detection,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:16.154142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90d17f38-ac09-477d-8952-bd7c1451ba8f · outbound

This paper cites Ps-ttl: Prototype-based soft-labels and test-time learning for few-shot object detection,.

Static and Plugged: Make Embodied Evaluation Simple Ps-ttl: Prototype-based soft-labels and test-time learning for few-shot object detection,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:14.741041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7dcfecd-b542-4714-9c8b-9a71c74142b5 · outbound

This paper cites Improving Object Detection by Label Assignment Distillation ,.

Static and Plugged: Make Embodied Evaluation Simple Improving Object Detection by Label Assignment Distillation ,

Reference 59

Resolution: malformed identifier; no resolver link, observed 2026-08-06T00:53:14.873062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 821182cc-0246-42b6-ada3-f4efcccec5f4 · outbound

This paper cites YOLOX: Exceeding YOLO Series in 2021.

Static and Plugged: Make Embodied Evaluation Simple YOLOX: Exceeding YOLO Series in 2021

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:15.047917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8fb06f1-1c50-4334-9e50-700f5a721609 · outbound

This paper cites Cascade r-cnn: Delving into high quality object detection,.

Static and Plugged: Make Embodied Evaluation Simple Cascade r-cnn: Delving into high quality object detection,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:15.946184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2e1d2537-4e52-4e47-a039-a2bc82ff12a8 · outbound

This paper cites Microtask crowdsourcing for disease mention annotation in pubmed abstracts,.

Static and Plugged: Make Embodied Evaluation Simple Microtask crowdsourcing for disease mention annotation in pubmed abstracts,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:53:15.808289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db3d67fd-50bb-4835-943b-82af2c22cbf5 · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

Static and Plugged: Make Embodied Evaluation Simple MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T00:53:15.387994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 39efe0e8-3a30-496a-ac3a-0776ae816621 · inbound

PInVerify: An Offline Embodied Benchmark for Active Instance Verification cites this paper.

PInVerify: An Offline Embodied Benchmark for Active Instance Verification Static and Plugged: Make Embodied Evaluation Simple

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:33:13.472730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.