Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2502.16033.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:58:36.481400Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T03:57:38.826132Z
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 90a30213-3e7f-4c12-b533-0f468969e11b · inbound
MARBLE: A Hard Benchmark for Multimodal Spatial Reasoning and Planning cites this paper.
MARBLE: A Hard Benchmark for Multimodal Spatial Reasoning and Planning Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:58:36.481400Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be17bcbc-6a94-4caf-9ef8-f2d0e315a1ea · inbound
How Do Vision-Language Models Process Conflicting Information Across Modalities? cites this paper.
How Do Vision-Language Models Process Conflicting Information Across Modalities? Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:47:07.466049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8c61fe0-5c7b-4e10-aae3-950e14610429 · inbound
Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability cites this paper.
Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T01:00:28.391005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45c92c83-0408-4789-82f4-6fc233b19171 · inbound
Early Estimation of Language to Latent Alignment in Diffusion Models cites this paper.
Early Estimation of Language to Latent Alignment in Diffusion Models Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:42:46.128986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae593e76-deed-40ef-a2f0-8995678414e6 · inbound
Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs cites this paper.
Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:53:42.860433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8c1614a6-1c37-4bc3-a586-b02deaf74d24 · inbound
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding cites this paper.
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T10:49:58.901707Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a412f3db-c69e-437d-bea0-bded1c6c68be · inbound
Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking cites this paper.
Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 57
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T16:47:10.210808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e04b4a3f-564c-4bd1-b31b-ba45648442b9 · inbound
ArtiFact: A Large-Scale Multi-Modal Cultural Heritage Dataset cites this paper.
ArtiFact: A Large-Scale Multi-Modal Cultural Heritage Dataset Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T03:57:38.827422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.