Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T11:25:37.168330Z
Paper Citation Record · LEDGER
BabyVision: Visual Reasoning Beyond Language
As of 22 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 31 inbound Pith citation observations for arXiv:2601.06521.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:15:39.766849Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T09:37:00.824668Z
Reference resolution
13 of 13 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2de732fb-c481-4680-b05a-50591f5ae38a · outbound
This paper cites Accessed: 2025-01-09.
BabyVision: Visual Reasoning Beyond Language Accessed: 2025-01-09
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.254842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfb5f875-3479-4275-8e03-d259b1939353 · outbound
This paper cites Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Zehui Chen, Haodong Duan, Jiaqi Wang, Yu Qiao, Dahua Lin, and Feng Zhao.
BabyVision: Visual Reasoning Beyond Language Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Zehui Chen, Haodong Duan, Jiaqi Wang, Yu Qiao, Dahua Lin, and Feng Zhao
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.324358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 801ef178-dbe7-43fd-9ae7-febbc2b9b640 · outbound
This paper cites Accessed: 2025-01-09.
BabyVision: Visual Reasoning Beyond Language Accessed: 2025-01-09
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.583244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4af5246c-d98b-474a-b118-4a42e8a91ecb · outbound
This paper cites MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation.
BabyVision: Visual Reasoning Beyond Language MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.655028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0e1e774-3d1e-47c6-846e-c86c5eabbe7f · outbound
This paper cites Accessed: 2025-01-09.
BabyVision: Visual Reasoning Beyond Language Accessed: 2025-01-09
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.738689Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d644983c-2a3e-4d98-8be0-1c4e66419cdc · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
BabyVision: Visual Reasoning Beyond Language HybridFlow: A Flexible and Efficient RLHF Framework
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.780815Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdaee791-7db0-4c97-bf96-ee1f340191ed · outbound
This paper cites Core Team, Zihao Yue, Zhenru Lin, Yifan Song, Weikun Wang, Shuhuai Ren, Shuhao Gu, Shicheng Li, et al.
BabyVision: Visual Reasoning Beyond Language Core Team, Zihao Yue, Zhenru Lin, Yifan Song, Weikun Wang, Shuhuai Ren, Shuhao Gu, Shicheng Li, et al
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.862991Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc4343a4-c7c2-4d2a-a26e-0760b32da638 · outbound
This paper cites Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.
BabyVision: Visual Reasoning Beyond Language Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:37.014871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f743877f-9b8b-4328-956c-c8e6acb7a2e5 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
BabyVision: Visual Reasoning Beyond Language InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:37.086374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e54c4f02-70dd-455d-bed4-3f1f0daa5138 · outbound
This paper cites DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?.
BabyVision: Visual Reasoning Beyond Language DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:37.168330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 241372c7-3494-44a1-a7be-4c5019d3e86e · outbound
This paper cites Humanity's Last Exam.
BabyVision: Visual Reasoning Beyond Language Humanity's Last Exam
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.947259Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4882c10a-7f71-48fa-8989-421a225fdd51 · outbound
This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.
BabyVision: Visual Reasoning Beyond Language MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.510939Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 768ad5cf-84db-4e70-a90b-7928f392fe03 · outbound
This paper cites Qwen3-VL Technical Report.
BabyVision: Visual Reasoning Beyond Language Qwen3-VL Technical Report
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:25:36.210179Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation ecbae974-0770-40b4-b6da-45b8cb86e6d2 · inbound
Kimi K2.5: Visual Agentic Intelligence cites this paper.
Kimi K2.5: Visual Agentic Intelligence BabyVision: Visual Reasoning Beyond Language
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3be3dc69-02b2-43c8-ba62-ad5c117f3a99 · inbound
VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors cites this paper.
VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors BabyVision: Visual Reasoning Beyond Language
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9846bd0a-5d1f-42ee-ae57-920cd691042d · inbound
EXAONE 4.5 Technical Report cites this paper.
EXAONE 4.5 Technical Report BabyVision: Visual Reasoning Beyond Language
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 37bffe5c-46df-406f-b6b1-b7718587d055 · inbound
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm cites this paper.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm BabyVision: Visual Reasoning Beyond Language
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0eb02fec-f321-4728-bf03-db7c1a25d8e8 · inbound
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm cites this paper.
The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm BabyVision: Visual Reasoning Beyond Language
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5cbe58c9-2535-4f0f-b992-fe8167643885 · inbound
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression cites this paper.
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression BabyVision: Visual Reasoning Beyond Language
Reference 93
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f8c77675-e600-4f98-9826-bd26e24b018d · inbound
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression cites this paper.
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression BabyVision: Visual Reasoning Beyond Language
Reference 93
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 51fcbd8a-30ee-41a5-9c1b-2a117f04ae4d · inbound
Do multimodal models imagine electric sheep? cites this paper.
Do multimodal models imagine electric sheep? BabyVision: Visual Reasoning Beyond Language
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e69986e0-e556-419c-b975-eceda920f3c1 · inbound
The Cartesian Shortcut: Re-evaluate Vision Reasoning in Polar Coordinate Space cites this paper.
The Cartesian Shortcut: Re-evaluate Vision Reasoning in Polar Coordinate Space BabyVision: Visual Reasoning Beyond Language
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17c6eedd-5c6b-498e-9742-17acee3eae00 · inbound
The Cartesian Shortcut: Re-evaluate Vision Reasoning in Polar Coordinate Space cites this paper.
The Cartesian Shortcut: Re-evaluate Vision Reasoning in Polar Coordinate Space BabyVision: Visual Reasoning Beyond Language
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2eecc1b5-7e55-4014-b21c-e4c0d30ef38b · inbound
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture cites this paper.
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture BabyVision: Visual Reasoning Beyond Language
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b2c596a6-d638-446c-a9c5-1e75c5c40fd1 · inbound
VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following cites this paper.
VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following BabyVision: Visual Reasoning Beyond Language
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5851d4f6-769c-4b6f-92e9-0d896e34dc6a · inbound
Step-wise Rubric Rewards for LLM Reasoning cites this paper.
Step-wise Rubric Rewards for LLM Reasoning BabyVision: Visual Reasoning Beyond Language
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2127c17d-1a86-413a-9736-bdbbf64a8041 · inbound
EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data cites this paper.
EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data BabyVision: Visual Reasoning Beyond Language
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 04dbbbd5-7c41-42c4-8c80-707d31f8d328 · inbound
Bridging Structure and Language: Graph-Based Visual Reasoning for Autonomous Road Understanding cites this paper.
Bridging Structure and Language: Graph-Based Visual Reasoning for Autonomous Road Understanding BabyVision: Visual Reasoning Beyond Language
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3ebebce8-606e-4713-9819-be895d60852c · inbound
DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.
DeepLatent: Think with Images via Parallel Latent Visual Reasoning BabyVision: Visual Reasoning Beyond Language
Reference 108
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 187c584c-1f2d-406b-94cd-aa8f92e5307c · inbound
ATLAS: Agentic Test-time Learning-to-Allocate Scaling cites this paper.
ATLAS: Agentic Test-time Learning-to-Allocate Scaling BabyVision: Visual Reasoning Beyond Language
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation abdb3657-0c8e-497f-a05f-882bf39451c9 · inbound
LEVANTE-bench: Multi-Scale Comparison of VLMs to Children Using Cognitive Tasks (or, "Is Your VLM Smarter Than a 5th Grader?") cites this paper.
LEVANTE-bench: Multi-Scale Comparison of VLMs to Children Using Cognitive Tasks (or, "Is Your VLM Smarter Than a 5th Grader?") BabyVision: Visual Reasoning Beyond Language
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 381440d4-1561-4548-a217-0477d06c4de3 · inbound
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients cites this paper.
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients BabyVision: Visual Reasoning Beyond Language
Reference 131
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 27ad2c73-da42-4e3e-a21a-860c8bceef53 · inbound
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning cites this paper.
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning BabyVision: Visual Reasoning Beyond Language
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dba8cbd6-253b-42d7-a467-25bf97e808a5 · inbound
Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity cites this paper.
Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity BabyVision: Visual Reasoning Beyond Language
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T02:18:40.971166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 71f17e32-ee9b-4509-b9e9-2e4ec44e263e · inbound
Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models cites this paper.
Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models BabyVision: Visual Reasoning Beyond Language
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T09:37:00.825956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5f823fbd-a930-48f6-a4e3-720357328807 · inbound
The Ebb and Flow of Multimodal Focus: Scheduling Visual Relay Windows for Grounded VLM Reasoning cites this paper.
The Ebb and Flow of Multimodal Focus: Scheduling Visual Relay Windows for Grounded VLM Reasoning BabyVision: Visual Reasoning Beyond Language
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T05:37:19.632869Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17b1b511-f44e-4f07-b535-a58fa7242f42 · inbound
The Ebb and Flow of Multimodal Focus: Scheduling Visual Relay Windows for Grounded VLM Reasoning cites this paper.
The Ebb and Flow of Multimodal Focus: Scheduling Visual Relay Windows for Grounded VLM Reasoning BabyVision: Visual Reasoning Beyond Language
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T07:01:19.711542Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4384486-1fbb-4686-9187-89c420c32b05 · inbound
An Exam for Active Observers cites this paper.
An Exam for Active Observers BabyVision: Visual Reasoning Beyond Language
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T21:12:03.005752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0986a07a-a4f6-43b1-a070-8b88c1d6301c · inbound
Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests cites this paper.
Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests BabyVision: Visual Reasoning Beyond Language
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:32:27.377351Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 747b163b-6bef-4176-97fe-c820f1d48fc4 · inbound
RoCo-ACE: Rollout-Conditioned Online Distillation for Retention-Aware Knowledge Injection cites this paper.
RoCo-ACE: Rollout-Conditioned Online Distillation for Retention-Aware Knowledge Injection BabyVision: Visual Reasoning Beyond Language
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:50:20.183933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d51a5525-1455-4600-a670-736d17b93e09 · inbound
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models cites this paper.
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models BabyVision: Visual Reasoning Beyond Language
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T05:01:28.838169Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52f1f3d1-c9a0-418c-9ea2-43d2dd02a6fd · inbound
Beacon: Knowing When and How to Perform Agentic Visual Reasoning cites this paper.
Beacon: Knowing When and How to Perform Agentic Visual Reasoning BabyVision: Visual Reasoning Beyond Language
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T02:45:28.580613Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16cf6ca3-e2f6-4e97-8a37-0cf641434036 · inbound
ComplexityWorld: Benchmarking Vision-Language Models on Verifiable Visual Decision Making cites this paper.
ComplexityWorld: Benchmarking Vision-Language Models on Verifiable Visual Decision Making BabyVision: Visual Reasoning Beyond Language
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:36:22.121965Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4069ec4b-08de-4012-854e-4aafb89148dd · inbound
Diagram-MMU: A Multi-Modal Benchmark for Scientific Diagrams cites this paper.
Diagram-MMU: A Multi-Modal Benchmark for Scientific Diagrams BabyVision: Visual Reasoning Beyond Language
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:15:39.766849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.