Paper Citation Record · LEDGER

FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2404.13306.

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

pith.paper-citation-record.v1
2404.13306 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:01:33.797324Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T12:36:22.485346Z

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 baf167a4-897e-4a22-aa7f-3fdee133209a · inbound

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs cites this paper.

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 207

Resolution: unresolved; no resolver link, observed 2026-08-12T14:31:37.553378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af53b157-33cc-41a0-9c3f-bf5b7558ead5 · inbound

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM cites this paper.

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T22:07:33.082512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeccd8df-902b-4d43-ac48-c17305986356 · inbound

A Bias-Free Training Paradigm for More General AI-generated Image Detection cites this paper.

A Bias-Free Training Paradigm for More General AI-generated Image Detection FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:39.472522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b26e7a4a-ce1f-4aa3-ae95-aaa6e136afb6 · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 178

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:23.180315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc6e3e31-7c2f-47b2-b8db-938e5c7f81ef · inbound

ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection cites this paper.

ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:01:33.797324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 581d1329-37cd-4107-8be0-da8572df8ebf · inbound

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs cites this paper.

Interpretable and Reliable Detection of AI-Generated Images via Grounded Reasoning in MLLMs FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:48:50.004906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee9525fc-0118-44bb-b92e-196f41600804 · inbound

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models cites this paper.

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T20:32:59.741798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e965ba7-aab8-4df0-980e-204cf733ec8d · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 167

Resolution: unresolved; no resolver link, observed 2026-08-06T14:34:11.119869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 996d382f-c1f8-4f29-8a5c-71f8774efeb0 · inbound

Visual Language Models as Zero-Shot Deepfake Detectors cites this paper.

Visual Language Models as Zero-Shot Deepfake Detectors FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T11:45:25.927366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f32f6f8b-8f60-4575-8cd8-bd428f7d7ce8 · inbound

Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios cites this paper.

Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T19:37:02.147507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d3599b2-8243-473a-b401-06c009b9adb0 · inbound

PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection cites this paper.

PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:36:22.488202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 11964371-3d37-4a97-9046-f5a3b87c5fde · inbound

Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images cites this paper.

Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:16:14.426884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 64f4f6e5-bf1f-4c85-80da-a58fb475a7da · inbound

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses cites this paper.

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 108

Resolution: unresolved; no resolver link, observed 2026-08-04T09:25:46.734458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00a37b42-3dd7-4cf2-b703-e949a6231319 · inbound

From Evidence to Verdict: An Agent-Based Forensic Framework for AI-Generated Image Detection cites this paper.

From Evidence to Verdict: An Agent-Based Forensic Framework for AI-Generated Image Detection FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:05:38.908557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0cc59e51-542d-443d-bd76-7eb3fd192b34 · inbound

SAGA: Source Attribution of Generative AI Videos cites this paper.

SAGA: Source Attribution of Generative AI Videos FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:35:17.863432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9b4eacf6-0f93-434d-a59d-ebb592bb424c · inbound

AI-Generated Images: What Humans and Machines See When They Look at the Same Image cites this paper.

AI-Generated Images: What Humans and Machines See When They Look at the Same Image FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:46:09.836185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c73bbce7-1fb3-4819-a918-c794f79bea59 · inbound

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection cites this paper.

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T01:35:43.979206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.