Deepfake Detection on CDF v1 (test)
85.8AccuracyGround Truth (GT)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ground Truth (GT)Backbone=Swin-Base2026.04 | 85.8 | |
| Ground Truth (GT)Backbone=ViT-Base2026.04 | 83.7 | |
| Ground Truth (GT)Backbone=DeiT-Base2026.04 | 81.2 | |
| DeFakeQTechnology Category=Quantization, Backbone=ViT-Base2026.04 | 76.4 | |
| DeFakeQTechnology Category=Quantization, Backbone=Swin-Base2026.04 | 76.3 | |
| DeFakeQTechnology Category=Quantization, Backbone=DeiT-Base2026.04 | 73.5 | |
| X-PrunerVenue=CVPR’23, Technology Category=Model Pruning, Backbone=DeiT-Base2026.04 | 53.9 | |
| HOLaVenue=ICCV’25, Technology Category=Low-Rank Factorization, Backbone=ViT-Base2026.04 | 51.9 | |
| X-PrunerVenue=CVPR’23, Technology Category=Model Pruning, Backbone=Swin-Base2026.04 | 51.5 | |
| X-PrunerVenue=CVPR’23, Technology Category=Model Pruning, Backbone=ViT-Base2026.04 | 51 | |
| One-bitVenue=NIPS’24, Technology Category=Low-Rank Factorization, Backbone=DeiT-Base2026.04 | 50 | |
| HOLaVenue=ICCV’25, Technology Category=Low-Rank Factorization, Backbone=Swin-Base2026.04 | 49.9 | |
| ADDVenue=AAAI’22, Technology Category=Knowledge Distillation, Backbone=Swin-Base2026.04 | 49 | |
| GAC-FASVenue=CVPR’24, Technology Category=Neural Architecture Search, Backbone=ViT-Base2026.04 | 48.9 | |
| HOLaVenue=ICCV’25, Technology Category=Low-Rank Factorization, Backbone=DeiT-Base2026.04 | 48.8 | |
| ADDVenue=AAAI’22, Technology Category=Knowledge Distillation, Backbone=ViT-Base2026.04 | 48.2 | |
| One-bitVenue=NIPS’24, Technology Category=Low-Rank Factorization, Backbone=ViT-Base2026.04 | 48.1 | |
| ADDVenue=AAAI’22, Technology Category=Knowledge Distillation, Backbone=DeiT-Base2026.04 | 47.7 | |
| GAC-FASVenue=CVPR’24, Technology Category=Neural Architecture Search, Backbone=Swin-Base2026.04 | 47.6 | |
| One-bitVenue=NIPS’24, Technology Category=Low-Rank Factorization, Backbone=Swin-Base2026.04 | 47.1 | |
| GAC-FASVenue=CVPR’24, Technology Category=Neural Architecture Search, Backbone=DeiT-Base2026.04 | 45.1 |