Paper Citation Record · LEDGER

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2409.05840.

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

pith.paper-citation-record.v1
2409.05840 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:53:23.237184Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:39:46.063888Z

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 139e4247-02ee-49aa-8614-fb08a2b9b5d4 · inbound

Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models cites this paper.

Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T13:58:43.388547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bebc93b0-1238-469d-b451-5c633a774c2e · inbound

Towards Modality Generalization: A Benchmark and Prospective Analysis cites this paper.

Towards Modality Generalization: A Benchmark and Prospective Analysis MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T04:55:17.212324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 566b1d6c-16cd-44af-851a-a3562eaa7cb8 · inbound

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey cites this paper.

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 279

Resolution: unresolved; no resolver link, observed 2026-08-11T14:59:02.391247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c971ad23-f87b-4597-ab6f-bc2d6d00ccfe · inbound

VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning cites this paper.

VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:23.237184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6cbddcc-b0f9-4c4f-87ed-ae55c6cbc287 · inbound

Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training cites this paper.

Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T21:49:28.039274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57469e06-2040-4a9e-8659-416bddf10cda · inbound

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction cites this paper.

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:31.285228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b00121cb-c7eb-457f-ae4b-34501d966729 · inbound

VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL cites this paper.

VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:18.239095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a3c5ca4-c5d8-4559-ac15-4050a424d602 · inbound

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis cites this paper.

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:45.979553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3909d8-c02f-4c94-b6c0-70db8a72078c · inbound

Orthogonal Projection Subspace to Aggregate Online Prior-knowledge for Continual Test-time Adaptation cites this paper.

Orthogonal Projection Subspace to Aggregate Online Prior-knowledge for Continual Test-time Adaptation MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T18:44:43.408642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 325d613f-dc9a-41ef-870e-67326873534f · inbound

Kwai Keye-VL-2.0 Technical Report cites this paper.

Kwai Keye-VL-2.0 Technical Report MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:27:37.027717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b7ec189e-da97-4472-89d6-9df6e0fa6c47 · inbound

VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct cites this paper.

VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:39:46.065549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eab7a051-d5bd-43fb-9752-d1bf0a820f14 · inbound

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis cites this paper.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T17:13:25.317701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a50625e-d848-4227-b3da-5f66f58876d8 · inbound

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis cites this paper.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T04:31:25.629192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc81133-6830-41bf-b004-2ec40077d67d · inbound

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers cites this paper.

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:13.941747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.