Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.03122.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:30:22.222904Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T23:04:01.922362Z
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 6d210c9c-db51-4ece-b83e-e8e59d775169 · inbound
Seed1.5-VL Technical Report cites this paper.
Seed1.5-VL Technical Report The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T05:26:05.816865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4b25bda4-5890-417e-abb3-c5147a9a2c1a · inbound
MLLMs are Deeply Affected by Modality Bias cites this paper.
MLLMs are Deeply Affected by Modality Bias The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:30:22.222904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5433f728-3020-4ad2-90dc-8093fbc27be8 · inbound
GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning cites this paper.
GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:59:52.282094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ecd662c-7c2a-4f61-98ed-eee696599e37 · inbound
Toward Native Multimodal Modeling: A Roadmap cites this paper.
Toward Native Multimodal Modeling: A Roadmap The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
Reference 189
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T23:04:01.924052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.