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Paper Citation Record · LEDGER

Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.09037.

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

pith.paper-citation-record.v1
2412.09037 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:42:55.645407Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5c5da559-4918-48e1-8dea-3458f74f2af9 · inbound

FedFitTech: A Baseline in Federated Learning for Fitness Tracking cites this paper.

FedFitTech: A Baseline in Federated Learning for Fitness Tracking Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T23:42:55.645407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:42:55.645407Z digest=sha256:734da4f4e232cf2233f07099b9ac49614792887ef00e31d557e4130b9e5b4c0f

Observation 24c2b8f8-d372-4dec-a98d-810593d23d7c · inbound

TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices cites this paper.

TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T18:31:33.561835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:31:33.561835Z digest=sha256:4e78ac4c69024ed8300139622c80404d5c0a86fcb81023905cbf0da3791afc55

Observation 3f46ffb1-2ef3-41ae-82f8-7c4dbf489c2d · inbound

BabyMamba-HAR: Lightweight Selective State Space Models for Efficient Human Activity Recognition on Resource Constrained Devices cites this paper.

BabyMamba-HAR: Lightweight Selective State Space Models for Efficient Human Activity Recognition on Resource Constrained Devices Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:24:11.055779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T13:23:01.965363Z digest=sha256:22ae1f47b13b0ad8f0f0bd702b21e79f882e85759da16837450965827765da3d

Observation ba306e2b-41b7-49b0-84ee-113c1a01580c · inbound

WHAR Arena: Benchmarking the State of the Art in Efficient Wearable Human Activity Recognition cites this paper.

WHAR Arena: Benchmarking the State of the Art in Efficient Wearable Human Activity Recognition Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-06-27T07:10:41.159089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T07:09:27.953953Z digest=sha256:6eec8f3c0478fdbbe2fef2e227d7cb448d6b8e0b49749addf652850892fbb543