Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2504.15037.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:19.838336Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-19T11:13:02.886381Z
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 d53d132d-96fb-4e93-88c5-ec371e804f19 · inbound
Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames cites this paper.
Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:35:19.838336Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82400e8f-f070-4736-8c8b-964758b22c3e · inbound
AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models cites this paper.
AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
Reference 111
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T11:13:02.887709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eeccf834-057c-4c69-be2d-ae4783029d6c · inbound
Assessing the Value of Visual Input: A Benchmark of Multimodal Large Language Models for Robotic Path Planning cites this paper.
Assessing the Value of Visual Input: A Benchmark of Multimodal Large Language Models for Robotic Path Planning Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:50:09.379020Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfabdd0b-a398-4199-9685-ab6452281975 · inbound
11Plus-Bench: Demystifying Multimodal LLM Spatial Reasoning with Cognitive-Inspired Analysis cites this paper.
11Plus-Bench: Demystifying Multimodal LLM Spatial Reasoning with Cognitive-Inspired Analysis Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:17:55.038720Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d3e09d9-86c5-41c5-9316-9887ce4f4bc0 · inbound
BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception cites this paper.
BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
Reference 284
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T04:17:40.198357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.