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Papers Benchmarks Datasets Tasks

Deepfake Detection research benchmarks – Page 14 · SOTA2 Research

Deepfake Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Ours (DCT-based fourth-order moment pooling)

92.3Accuracy

2

Jun 4, 2026

ViT Adversarial

Ours (DCT-based fourth-order moment pooling)

92.85Accuracy

2

Jun 4, 2026

EfficientNet Adversarial

Ours (DCT-based fourth-order moment pooling)

94.8Accuracy

2

Jun 4, 2026

CLIPResNet Adversarial

Ours (DCT-based fourth-order moment pooling)

91.2Accuracy

2

Jun 4, 2026

Deepfake Detection Multitask Dataset (test)

Wav2Vec2-BERT+Qwen2.5-0.5B

98.67Detection Accuracy

2

Feb 26, 2026

Real and Fake Face

94Accuracy

2

Feb 26, 2026

0.848AUC

2

Feb 26, 2026

97.83Accuracy

1

Jun 15, 2026

97.98Accuracy

1

Jun 15, 2026

98.47Accuracy

1

Jun 15, 2026

Google Gemini generated images 2.5

96.98Accuracy

1

Feb 26, 2026

OpenAI generated images Image-1

99.49Accuracy

1

Feb 26, 2026

Chimera Attacked Images

82.08Accuracy

1

Feb 26, 2026

Chimera Benign Images

99.49Accuracy

1

Feb 26, 2026

0.728Accuracy

1

Feb 26, 2026

94.7Accuracy

1

Feb 26, 2026

93Accuracy

1

Feb 26, 2026

95.8Accuracy

1

Feb 26, 2026

Deepfake and Real Images

89.91Accuracy

1

Feb 26, 2026

Ensemble Learning

0.97Accuracy

1

Feb 26, 2026

Selfies dataset 1.0 (test)

Agentic AI Microservice Framework

91.3Recall

1

Feb 26, 2026

DFDC frontal face subset (test)

0.838AUC

1

Feb 26, 2026

Inter-dataset Cross Evaluation Table 3 (test)

—

—Primary metric

0

Feb 26, 2026

Page 14 of 14

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