Paper Citation Record · LEDGER

MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2502.00698.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.00698 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T22:36:09.932091Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T16:58:42.493790Z

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 82d4b4d0-877f-47f0-855d-f7272efa9c0f · inbound

Physical Plausibility Reasoning via HCM-GRPO: Empowering Compact Model for Superior Performance cites this paper.

Physical Plausibility Reasoning via HCM-GRPO: Empowering Compact Model for Superior Performance MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T22:36:09.932091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29de4c11-ee20-4c29-b729-08c2b809fffa · inbound

Enhancing Multimodal In-Context Learning via Inductive-Deductive Reasoning cites this paper.

Enhancing Multimodal In-Context Learning via Inductive-Deductive Reasoning MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:55:31.190380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 226454fd-a7e1-45c9-9446-a7d9a9157029 · inbound

StemBind: When MLLMs Get Lost Between Rules and Instances in Abstract Visual Reasoning cites this paper.

StemBind: When MLLMs Get Lost Between Rules and Instances in Abstract Visual Reasoning MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T00:12:50.337644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 59705aeb-c08c-4a07-b580-a35532272c24 · 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 MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.642430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0f024524-d78f-4914-bc05-efeb83432add · inbound

LASER: A Corrective Lens for LVLMs via Visual Attention Preservation and Sink Suppression cites this paper.

LASER: A Corrective Lens for LVLMs via Visual Attention Preservation and Sink Suppression MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T16:58:42.495183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cefddff5-b290-4d9e-8837-d75c549dc05b · inbound

Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget cites this paper.

Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T06:13:50.663556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.