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Paper Citation Record · LEDGER

Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2312.03408.

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

pith.paper-citation-record.v1
2312.03408 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:01:30.760648Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:59:33.865730Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 35398316-c5b8-43c7-8727-b10ae40ba973 · inbound

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? cites this paper.

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-16T07:59:32.792054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-16T07:59:32.638758Z digest=sha256:49de5575d0dfb9a2d6e9e0fd6c52130cb4889337388b4ffb1353ebdd5acf02fe

Observation 20cdf7d7-6a91-4e0c-bfca-e2f18503dcf0 · inbound

Mcity Data Engine: Iterative Model Improvement Through Open-Vocabulary Data Selection cites this paper.

Mcity Data Engine: Iterative Model Improvement Through Open-Vocabulary Data Selection Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T05:01:30.760648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:01:30.760648Z digest=sha256:4557bddeca54e4153dda8658f56a6176880c8e866eb99a695fa8f8d8ffbcade5

Observation 23fe73f6-3af7-4d12-9627-dbe4d18d18a8 · inbound

REHEARSE-3D: A Multi-modal Emulated Rain Dataset for 3D Point Cloud De-raining cites this paper.

REHEARSE-3D: A Multi-modal Emulated Rain Dataset for 3D Point Cloud De-raining Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T05:00:39.168071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:00:39.168071Z digest=sha256:519157fc31651f43329fa2d04fdb50cf65ddf0985a49a39e9faa777e05993e53

Observation d8b0cace-8271-4996-8754-a59fb2d3bb90 · inbound

A Novel Multi-layer Task-centric and Data Quality Framework for Autonomous Driving cites this paper.

A Novel Multi-layer Task-centric and Data Quality Framework for Autonomous Driving Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T19:28:59.447568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:28:59.447568Z digest=sha256:7c3f243143e46d4f2b3089185446e2ea4e1a23507cb31909a2538ca8402010b3

Observation 9f522d12-abc0-4630-ac1c-e907812a77a7 · inbound

CogDriver: Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous Driving cites this paper.

CogDriver: Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous Driving Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-18T20:11:50.769040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-18T20:10:43.416488Z digest=sha256:c6d08e0695db9aa98d940cf898a615333a34cc79338ded98a0e458aff1a66d09

Observation 6081c20a-b038-432f-bf6c-26a21eded97c · inbound

Dataset Safety in Autonomous Driving: Requirements, Risks, and Assurance cites this paper.

Dataset Safety in Autonomous Driving: Requirements, Risks, and Assurance Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:35:31.597577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-17T23:32:23.036776Z digest=sha256:96450d917c02813255afcc332dbea7ae14ec290bf6f74a7e75c5bb9c8672d9c8

Observation d10a92cf-3e88-4247-9e97-a04527579ec3 · inbound

World Engine: Towards the Era of Post-Training for Autonomous Driving cites this paper.

World Engine: Towards the Era of Post-Training for Autonomous Driving Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-07-04T03:59:33.867699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-26T17:21:15.456982Z digest=sha256:a4b37bd6cfe6270f00d2bc1fcabf191968fc6f4edc40d2b5e810159f62435910