Paper Citation Record · LEDGER

DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2307.01426.

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

pith.paper-citation-record.v1
2307.01426 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:21:37.841003Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

19
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e0336237-e0c3-4129-8b6f-0b543279a7b7 · inbound

Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation cites this paper.

Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:12.205648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00b0de51-3374-4f0f-9453-4d91fea9854b · inbound

AuthGuard: Generalizable Deepfake Detection via Language Guidance cites this paper.

AuthGuard: Generalizable Deepfake Detection via Language Guidance DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.064037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5fc4d4d-abe6-42a8-b157-1545d299e4e1 · inbound

Practical Manipulation Model for Robust Deepfake Detection cites this paper.

Practical Manipulation Model for Robust Deepfake Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:25.741646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d0e947f-9ecd-47c9-b34b-6bb87d21b61c · inbound

Ensemble-Based Deepfake Detection using State-of-the-Art Models with Robust Cross-Dataset Generalisation cites this paper.

Ensemble-Based Deepfake Detection using State-of-the-Art Models with Robust Cross-Dataset Generalisation DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:15:56.458455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f0d76aa-d474-4d0a-aeca-46ced4f23e3b · inbound

A Spatial-Frequency Aware Multi-Scale Fusion Network for Real-Time Deepfake Detection cites this paper.

A Spatial-Frequency Aware Multi-Scale Fusion Network for Real-Time Deepfake Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:54.028967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c555d6-117e-46e1-8dca-c65b07b5b639 · inbound

When Generative Replay Meets Evolving Deepfakes: Dual Confusion-Aware Regularization for Incremental Face Forgery Detection cites this paper.

When Generative Replay Meets Evolving Deepfakes: Dual Confusion-Aware Regularization for Incremental Face Forgery Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T20:51:00.128393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7d1d080-3060-4112-adbd-7a4ff3915fca · inbound

Open Set Face Forgery Detection via Dual-Level Evidence Collection cites this paper.

Open Set Face Forgery Detection via Dual-Level Evidence Collection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:50:26.409291Z

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 c13d39c1-1f49-46ef-8d48-e0e166589f28 · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 123

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:31:24.696262Z

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 79c47103-f518-4f56-b086-463246f5a08c · inbound

LLM Harms: A Taxonomy and Discussion cites this paper.

LLM Harms: A Taxonomy and Discussion DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 123

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:21.189019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4f1c4f7-2fe2-4f02-bb93-369970c79c3d · inbound

Generalizable Deepfake Detection Based on Forgery-aware Layer Masking and Multi-artifact Subspace Decomposition cites this paper.

Generalizable Deepfake Detection Based on Forgery-aware Layer Masking and Multi-artifact Subspace Decomposition DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:33:15.267828Z

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 a3d8713f-0756-410b-9ff8-b1ed8f0d78cd · inbound

M3D-Net: Multi-Modal 3D Facial Feature Reconstruction Network for Deepfake Detection cites this paper.

M3D-Net: Multi-Modal 3D Facial Feature Reconstruction Network for Deepfake Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:20:10.169312Z

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 e2a3b71f-9d48-4598-b4c9-434d20032bf5 · inbound

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media cites this paper.

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 86

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T14:08:20.755257Z

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 3a7c5dd3-c7a2-4a82-b07e-37b83c1479c5 · inbound

Lightweight Complementary-Cue Fusion for Robust Video Face Forgery Detection cites this paper.

Lightweight Complementary-Cue Fusion for Robust Video Face Forgery Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:03:25.866245Z

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 f64d7076-2f94-4a37-beab-bb28a46b5f90 · inbound

The Regularizing Power of Language-Training Deepfake Detectors cites this paper.

The Regularizing Power of Language-Training Deepfake Detectors DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:22:46.802413Z

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 b990bcfb-192b-4a8d-8f71-aa7d03878dc6 · inbound

Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection cites this paper.

Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:36:17.602602Z

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 6351f99f-4835-4795-825b-d77970ea3115 · inbound

SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation cites this paper.

SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:06:26.603228Z

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 71474591-3d84-4f33-9cbf-fe107f1f3fa8 · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 105

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T07:11:45.082670Z

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 c65d42b1-84e5-4368-b3ff-b4493c28019c · inbound

What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations cites this paper.

What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:49:57.133516Z

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 3ae4f4d5-0608-4fc4-a406-18ef70ba3740 · inbound

Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection cites this paper.

Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T03:54:48.803944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dc29476-4a53-4424-b16a-d6e1c53abd71 · inbound

InfoDense: Density-Aware Regional Decisive Replay for Memory-Efficient Incremental Face Forgery Detection cites this paper.

InfoDense: Density-Aware Regional Decisive Replay for Memory-Efficient Incremental Face Forgery Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 184

Resolution: unresolved; no resolver link, observed 2026-08-01T19:47:44.410429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32bb66a-f829-4ade-8438-38b4c7a8a201 · inbound

SphereVideo: Prototype-anchored Hyperspherical Boundary for Continual AI-generated Video Detection cites this paper.

SphereVideo: Prototype-anchored Hyperspherical Boundary for Continual AI-generated Video Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T00:24:41.871653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61fbd09f-3a0f-4c4e-b13a-24338c46e3d7 · inbound

V-FIND: Revealing the Intrinsic Forgery Knowledge Encoded in Video Forgery Detectors cites this paper.

V-FIND: Revealing the Intrinsic Forgery Knowledge Encoded in Video Forgery Detectors DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T04:21:37.841003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.