Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Manipulation detection research benchmarks · SOTA2 Research

Manipulation detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FakeAVCeleb (AVG-FV)

98.5AP

17

Feb 26, 2026

FakeAVCeleb FVFA-WL

100AP (%)

17

Feb 26, 2026

FakeAVCeleb FVFA-GAN

99.9AP

17

Feb 26, 2026

FakeAVCeleb (FVFA-FS)

100AP

17

Feb 26, 2026

FakeAVCeleb FVRA-WL

97.8AP

17

Feb 26, 2026

FakeAVCeleb RVFA

93.3AP

8

Feb 26, 2026

71.71Accuracy

7

May 28, 2026

MDSM Wash. Post

73.24Accuracy

7

May 28, 2026

73.28Accuracy

7

May 28, 2026

70.22Accuracy

7

May 28, 2026

72.69Accuracy

7

May 28, 2026

78.52Accuracy

7

May 28, 2026

DeFi Discourse-based Manipulation Dataset

0.9Precision

5

May 26, 2026

MDSM Scene-level Manipulation (test)

87.96Scene Modification Score

5

Mar 13, 2026

DeFi Manipulation Detection Cross-Lingual (test)

89F1 Score (Chinese)

4

May 26, 2026

93.19Accuracy

3

Feb 26, 2026

Popular datasets

MDSM FakeAVCeleb DGM4 DeFi Discourse-based Manipulation Dataset DeFi Manipulation Detection

Follow for updates

Join SOTA2 Contact