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ResearchFormerly WizWand

Deepfake Detection on CDF v1 (test)

85.8AccuracyGround Truth (GT)
43.47254.46165.4576.439Apr 10, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Ground Truth (GT)Backbone=Swin-Base2026.0485.8
Ground Truth (GT)Backbone=ViT-Base2026.0483.7
Ground Truth (GT)Backbone=DeiT-Base2026.0481.2
DeFakeQTechnology Category=Quantization, Backbone=ViT-Base2026.0476.4
DeFakeQTechnology Category=Quantization, Backbone=Swin-Base2026.0476.3
DeFakeQTechnology Category=Quantization, Backbone=DeiT-Base2026.0473.5
X-PrunerVenue=CVPR’23, Technology Category=Model Pruning, Backbone=DeiT-Base2026.0453.9
HOLaVenue=ICCV’25, Technology Category=Low-Rank Factorization, Backbone=ViT-Base2026.0451.9
X-PrunerVenue=CVPR’23, Technology Category=Model Pruning, Backbone=Swin-Base2026.0451.5
X-PrunerVenue=CVPR’23, Technology Category=Model Pruning, Backbone=ViT-Base2026.0451
One-bitVenue=NIPS’24, Technology Category=Low-Rank Factorization, Backbone=DeiT-Base2026.0450
HOLaVenue=ICCV’25, Technology Category=Low-Rank Factorization, Backbone=Swin-Base2026.0449.9
ADDVenue=AAAI’22, Technology Category=Knowledge Distillation, Backbone=Swin-Base2026.0449
GAC-FASVenue=CVPR’24, Technology Category=Neural Architecture Search, Backbone=ViT-Base2026.0448.9
HOLaVenue=ICCV’25, Technology Category=Low-Rank Factorization, Backbone=DeiT-Base2026.0448.8
ADDVenue=AAAI’22, Technology Category=Knowledge Distillation, Backbone=ViT-Base2026.0448.2
One-bitVenue=NIPS’24, Technology Category=Low-Rank Factorization, Backbone=ViT-Base2026.0448.1
ADDVenue=AAAI’22, Technology Category=Knowledge Distillation, Backbone=DeiT-Base2026.0447.7
GAC-FASVenue=CVPR’24, Technology Category=Neural Architecture Search, Backbone=Swin-Base2026.0447.6
One-bitVenue=NIPS’24, Technology Category=Low-Rank Factorization, Backbone=Swin-Base2026.0447.1
GAC-FASVenue=CVPR’24, Technology Category=Neural Architecture Search, Backbone=DeiT-Base2026.0445.1