Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
As of 3 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2502.09696.
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 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T02:55:23.411003Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T08:49:41.640745Z
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 d3d2f3e0-0ea2-4655-82f3-ded6840c9ba8 · inbound
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization cites this paper.
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 24
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 34766d48-582d-4b35-a054-ef7c618cf600 · inbound
SCAN: Structured Capability Assessment and Navigation for LLMs cites this paper.
SCAN: Structured Capability Assessment and Navigation for LLMs ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e3f32080-9df0-49f2-8ed2-11638ecb1d4e · inbound
Seed1.5-VL Technical Report cites this paper.
Seed1.5-VL Technical Report ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 114
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 72ce693f-81b5-4041-8af2-6027aa1b2613 · inbound
GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning cites this paper.
GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1e5d77b1-ae26-4692-935b-c591748238e0 · inbound
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities cites this paper.
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 70
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f6b1e8b0-932f-4649-a42a-c00b089b2f09 · inbound
Kimi K2.5: Visual Agentic Intelligence cites this paper.
Kimi K2.5: Visual Agentic Intelligence ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation fbd72c36-3362-4fad-a307-7bb6779e68a9 · inbound
Seed1.8 Model Card: Towards Generalized Real-World Agency cites this paper.
Seed1.8 Model Card: Towards Generalized Real-World Agency ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 58
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7eed3b2b-8d9c-4ee8-9ac6-a42438f9b796 · inbound
Self-Distilled RLVR cites this paper.
Self-Distilled RLVR ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 17
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e2b0a151-a2cf-4c5c-9912-ebf4ada0572b · inbound
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 88
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 550446f8-6f7c-4807-91e4-2dbc659f2889 · inbound
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.
Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T22:48:45.647588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb8cab9e-44fe-49df-b047-586e83a01698 · inbound
Qwen3.5-Omni Technical Report cites this paper.
Qwen3.5-Omni Technical Report ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 34
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3d0e8800-e10b-491f-b257-ef0e97432a72 · inbound
Near-Future Policy Optimization cites this paper.
Near-Future Policy Optimization ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 59bade78-b347-4887-87ec-819ddbbc3e3d · inbound
Co-Evolving Policy Distillation cites this paper.
Co-Evolving Policy Distillation ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 29
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4bbfcb8f-eadb-4b75-a59b-a251d94b360b · inbound
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion cites this paper.
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 30
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 263ef561-e9fc-44e6-819e-76f2f5c527ef · inbound
Learning to Solve, Forgetting to Retain: Correct-Set Turnover in RLVR cites this paper.
Learning to Solve, Forgetting to Retain: Correct-Set Turnover in RLVR ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 128
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 07df2b79-d2d4-4633-b939-2629537ab74e · inbound
WorldBench: A Challenging and Visually Diverse Multimodal Reasoning Benchmark cites this paper.
WorldBench: A Challenging and Visually Diverse Multimodal Reasoning Benchmark ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 144
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a0a912cf-793d-4413-8cd4-8a37758a026f · inbound
MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention cites this paper.
MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 37
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a48ec12d-9f72-41da-94b8-f208e36eb6d8 · inbound
Kwai Keye-VL-2.0 Technical Report cites this paper.
Kwai Keye-VL-2.0 Technical Report ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 45
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2540585a-dd82-44aa-9c22-21aa383415c9 · inbound
MMGist: A Comprehensive Multimodal Benchmark for 2027 cites this paper.
MMGist: A Comprehensive Multimodal Benchmark for 2027 ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0f0806fb-8a45-4f6e-80d4-a406a98866c3 · 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 ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 92
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T01:19:04.778549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4f6d477b-d9a0-4c0e-9363-d00355a128cb · inbound
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models cites this paper.
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T05:01:29.035002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4af62350-4877-4c2b-b949-36e3c2447264 · inbound
CLBench-V: Evaluating Multimodal Context Learning from Grounding to Knowledge Acquisition cites this paper.
CLBench-V: Evaluating Multimodal Context Learning from Grounding to Knowledge Acquisition ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T02:55:23.411003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.