Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2503.19707.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:24:47.666879Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T09:37:00.841150Z
Reference resolution
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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 e770b902-a529-42f7-91e2-4410b4695509 · inbound
SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence cites this paper.
SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 73
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fc5d705f-b0e8-4de9-a506-d73312103c29 · 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 Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 33
- Resolution
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Source-reported events for the cited work
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Observation 0cd3df1a-b09a-4cb4-b3a5-a6eaa402bac7 · inbound
BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models cites this paper.
BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 36
- Resolution
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Source-reported events for the cited work
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Observation 6e20543d-3d2d-4381-8c77-b14dd9b70932 · inbound
AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making cites this paper.
AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 24
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Source-reported events for the cited work
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Observation f1ff9a6f-f2be-416f-a1c5-4836384f0f1a · 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 Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 61
- Resolution
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Source-reported events for the cited work
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Observation e2578177-12ce-4060-8b52-e60f60d175a6 · inbound
The N-Body Problem: Parallel Execution from Single-Person Egocentric Video cites this paper.
The N-Body Problem: Parallel Execution from Single-Person Egocentric Video Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 32
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Source-reported events for the cited work
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Observation 7b3245e6-35e9-49b4-9611-369e9c34a280 · inbound
A Deep Learning Model of Mental Rotation Informed by Interactive VR Experiments cites this paper.
A Deep Learning Model of Mental Rotation Informed by Interactive VR Experiments Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 2022
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Source-reported events for the cited work
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Observation f20761b5-2bc6-43be-86e5-777dedd3d6af · inbound
Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation cites this paper.
Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 29
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 35b1f545-9ce4-4c8f-8068-6e79edf83bff · inbound
It's Time to Get It Right: Improving Analog Clock Reading and Clock-Hand Spatial Reasoning in Vision-Language Models cites this paper.
It's Time to Get It Right: Improving Analog Clock Reading and Clock-Hand Spatial Reasoning in Vision-Language Models Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 37
- Resolution
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Source-reported events for the cited work
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Observation 684a2e35-f9b4-4673-823d-6c853d42bafb · inbound
Agent-Aided Design for Dynamic CAD Models cites this paper.
Agent-Aided Design for Dynamic CAD Models Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 276ae1ac-3d73-47c1-8eeb-35a9d0672089 · inbound
SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems cites this paper.
SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 958a3f9d-f2a8-4c50-9831-c97aa925b0de · inbound
State Beyond Appearance: Diagnosing and Improving State Consistency in Dial-Based Measurement Reading cites this paper.
State Beyond Appearance: Diagnosing and Improving State Consistency in Dial-Based Measurement Reading Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 37
- Resolution
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Source-reported events for the cited work
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Observation 2d20f7e4-2d5f-43a6-9df0-955f61c6ee48 · inbound
SpaceMind++: Toward Allocentric Cognitive Maps for Spatially Grounded Video MLLMs cites this paper.
SpaceMind++: Toward Allocentric Cognitive Maps for Spatially Grounded Video MLLMs Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 49
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8263d4c3-7d96-4686-bf6a-5eedab9bdb88 · inbound
Do multimodal models imagine electric sheep? cites this paper.
Do multimodal models imagine electric sheep? Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 18
- Resolution
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Source-reported events for the cited work
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Observation 82189804-e2b1-4d7a-9bb5-05fbf4032280 · inbound
PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World cites this paper.
PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 34
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4008e5b3-43d7-4822-adda-ec54db1b1db0 · inbound
PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World cites this paper.
PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 34
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ebe4fb80-1f1c-49cd-835c-d0a57767b29e · inbound
Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? cites this paper.
Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 27
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 64dbe084-5d50-408c-acab-981e84e68547 · inbound
Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? cites this paper.
Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects? Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 27
- Resolution
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Source-reported events for the cited work
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Observation 2730b754-ea6a-4b0e-8042-3c4808aaee64 · inbound
VisAnalog: A Diagnostic Suite for Visual Concept Transfer on Natural Images cites this paper.
VisAnalog: A Diagnostic Suite for Visual Concept Transfer on Natural Images Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7577280a-8cca-43d9-a91f-8c3dab8ac721 · inbound
DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving cites this paper.
DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 63
- Resolution
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Source-reported events for the cited work
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Observation d18c83e4-783f-4d0f-898b-e86c4781003e · inbound
DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving cites this paper.
DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 63
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c0bcbcf9-3c93-4616-9b86-1034cf286b57 · inbound
PhotoFlow: Agentic 3D Virtual Photography Missions cites this paper.
PhotoFlow: Agentic 3D Virtual Photography Missions Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 27
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 27886b22-3ddf-456c-9d55-27e77cd0e545 · inbound
Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)? cites this paper.
Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)? Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 18
- Resolution
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Source-reported events for the cited work
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Observation 63fd505f-af17-4c8f-b2e4-3dc7eb652d1b · inbound
Readable Yet Unpredictable: Rotated-Outcome Prediction in Vision-Language Models cites this paper.
Readable Yet Unpredictable: Rotated-Outcome Prediction in Vision-Language Models Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 7
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 68fdc119-0b54-4194-b323-bcbc6f4668fc · inbound
The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning cites this paper.
The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 25
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Source-reported events for the cited work
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Observation 75c0083b-0814-4336-b217-bedf8ab6c357 · inbound
OmniCoT: A Benchmark for Global and Multi-Step Panoramic Reasoning cites this paper.
OmniCoT: A Benchmark for Global and Multi-Step Panoramic Reasoning Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 28
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 706e41e4-1ee3-4f9c-85a8-d07ae0816756 · inbound
AeroVerse-SatAgent: UAV-Satellite Collaborative Spatial Reasoning Inspired by the Dual Visual Pathway Theory of Cognitive Neuroscience cites this paper.
AeroVerse-SatAgent: UAV-Satellite Collaborative Spatial Reasoning Inspired by the Dual Visual Pathway Theory of Cognitive Neuroscience Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 21
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Source-reported events for the cited work
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Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models cites this paper.
Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 42
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Source-reported events for the cited work
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OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment cites this paper.
OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 17
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Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text cites this paper.
Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 23
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Foveated Probes Recover Localized Binding Information in Vision Foundation Models cites this paper.
Foveated Probes Recover Localized Binding Information in Vision Foundation Models Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
Reference 46
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Source-reported events for the cited work
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