Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2503.19990.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:15:42.201162Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T04:29:35.307993Z
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 bcf325dd-e680-401c-9b78-362e0746a881 · inbound
STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs cites this paper.
STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:15:42.201162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f462880d-35a6-456c-a477-9290ac0be834 · inbound
Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models cites this paper.
Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:50:33.120737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cc7a180-207f-4cf7-aef9-4bfdb6afbd0a · inbound
Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models cites this paper.
Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:22:27.217330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fa2b784-ba14-4056-8eb4-01a04a96a2e1 · inbound
CharacterShot: Controllable and Consistent 4D Character Animation cites this paper.
CharacterShot: Controllable and Consistent 4D Character Animation LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:13:13.731443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c87ac9e8-ec38-4224-825c-e53d921d49c0 · inbound
SpaceVista: All-Scale Visual Spatial Reasoning from mm to km cites this paper.
SpaceVista: All-Scale Visual Spatial Reasoning from mm to km LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T10:37:39.845995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b7a79e8-c0f5-47b5-9ddd-417b685a1554 · inbound
SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards cites this paper.
SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T23:08:53.435983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5172b84-0dd7-4f33-b5c8-08b37c4cd799 · inbound
Diagnosing Corruption-Induced Reliability Failures in Vision-Language Models cites this paper.
Diagnosing Corruption-Induced Reliability Failures in Vision-Language Models LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T20:41:51.464494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35996b8c-7f34-4940-9354-ca3419247c75 · inbound
Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation cites this paper.
Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ef9984ce-4b8a-4869-862f-6c8183f4cffa · inbound
Reversing the Flow: Generation-to-Understanding Synergy in Large Multimodal Models cites this paper.
Reversing the Flow: Generation-to-Understanding Synergy in Large Multimodal Models LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 95b10abf-f714-4dc9-82cc-2bc2192b7ff0 · inbound
What's Holding Back Latent Visual Reasoning? cites this paper.
What's Holding Back Latent Visual Reasoning? LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 41a1d405-17bd-482a-8597-d8aaeb22431b · inbound
Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly cites this paper.
Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 566476ba-5a4d-457b-a792-a939b615121f · inbound
VGenST-Bench: A Benchmark for Spatio-Temporal Reasoning via Active Video Synthesis cites this paper.
VGenST-Bench: A Benchmark for Spatio-Temporal Reasoning via Active Video Synthesis LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 47162b0d-92cc-48e3-b67d-7e59bc13c8ec · inbound
Brick-Composer: Using MLLMs for Assembly with Diverse Bricks cites this paper.
Brick-Composer: Using MLLMs for Assembly with Diverse Bricks LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 14c0d671-cc44-4519-898f-724bca666a03 · inbound
Seeing Time: Benchmarking Chronological Reasoning and Shortcut Biases in Vision-Language Models cites this paper.
Seeing Time: Benchmarking Chronological Reasoning and Shortcut Biases in Vision-Language Models LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a652a7f4-84f0-46a8-b618-627b15a734e1 · inbound
Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning cites this paper.
Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 25
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1d48bbb1-8181-428d-afdc-f0e78966d459 · inbound
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 228
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 795b799c-a288-42c7-96a4-112d5e9d19a4 · inbound
Vesta: A Generalist Embodied Reasoning Model cites this paper.
Vesta: A Generalist Embodied Reasoning Model LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Reference 107
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T01:19:55.430408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.