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Paper Citation Record · LEDGER

RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.12109.

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

pith.paper-citation-record.v1
2408.12109 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:17:49.483480Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T17:18:41.939951Z

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 287cabf1-1bde-4e74-a6f5-4d103e5c9f66 · inbound

YingSound: Video-Guided Sound Effects Generation with Multi-modal Chain-of-Thought Controls cites this paper.

YingSound: Video-Guided Sound Effects Generation with Multi-modal Chain-of-Thought Controls RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-11T17:17:49.483480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:17:49.483480Z digest=sha256:f731f2e17e71427ff54cf6b8df22c3d341f1f7a9bf4488397786a5b964ad740c

Observation 5d005002-d81d-490c-bf4b-5ddfabecd607 · inbound

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model cites this paper.

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data

Reference 88

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:18:41.947365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T17:18:41.056178Z digest=sha256:0086c6975f858adabe92b1be5fb9014db93d49cbc85f636e14e104de55f9a804