Paper Citation Record · LEDGER

ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2412.05337.

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

pith.paper-citation-record.v1
2412.05337 v1

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 2026-08-19T06:32:44.657259+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T03:23:53.055763Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T17:56:25.565266Z

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 5558e89c-3aa2-48b5-b525-aa4500949b72 · inbound

ReSim: Reliable World Simulation for Autonomous Driving cites this paper.

ReSim: Reliable World Simulation for Autonomous Driving ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:32:16.797641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation baa8b874-2a85-4942-86b8-9ffbf683f4d6 · inbound

WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World cites this paper.

WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T17:02:29.717436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70c9d88c-1ff0-45fb-8101-3db0e245e6b6 · inbound

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models cites this paper.

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:55:41.249748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 763c1b26-e207-46ce-95ae-93e62c2202d6 · inbound

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models cites this paper.

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:58:58.305548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b55892b-d9f3-4472-aa62-9e5fffa5428c · inbound

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models cites this paper.

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-12T10:02:29.248139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a710f932-a77b-4c6f-8965-e6aed02dee9c · inbound

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators cites this paper.

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-09T17:56:25.566666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 834e1507-6262-4142-b062-6685cece5c37 · inbound

WorldExam: Benchmarking World Models from Apparent Appearance to Inherent Reactivity cites this paper.

WorldExam: Benchmarking World Models from Apparent Appearance to Inherent Reactivity ACT-Bench: Towards Action Controllable World Models for Autonomous Driving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T03:23:53.055763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.