Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2412.03548.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:55:11.856611Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T03:36:29.321068Z
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 faf09f6d-4f16-4a6c-8a93-5ef9b397e69e · inbound
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 92
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T17:18:53.755858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 38fc3d37-2127-4eb3-a83a-f32fb43120d9 · inbound
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning cites this paper.
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T14:42:56.692480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0efdf565-d8a1-4c28-8a44-98498760094c · inbound
Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models cites this paper.
Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T08:40:33.070174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 38f64302-aa0c-470f-99a1-8791e16daa41 · inbound
GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking cites this paper.
GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:55:11.856611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4bcaab8-ae48-4db9-ab60-0dfbb21133f0 · inbound
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations cites this paper.
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:41:26.797359Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cfda28d-3101-4897-bb86-cda98321c705 · inbound
Reinforced Visual Perception with Tools cites this paper.
Reinforced Visual Perception with Tools Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:27:04.877627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba36fc91-b07d-4dfb-ab52-00c26823f393 · inbound
Do multimodal models imagine electric sheep? cites this paper.
Do multimodal models imagine electric sheep? Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T03:26:19.617713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e3344295-1764-4060-b955-552c45fd8ff8 · inbound
Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models cites this paper.
Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T03:36:29.323266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6f931824-020f-4dcc-a548-06bb9e63a773 · inbound
Data augmentation as a framework for modeling hippocampal contributions to generalization cites this paper.
Data augmentation as a framework for modeling hippocampal contributions to generalization Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:25:21.143352Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.