Deepfake Detection on Big GAN
99.66APCorvi et al.
Evaluation Results
| Method | Links | |
|---|---|---|
| Corvi et al.Variant=ProGAN/LSUN2025.12 | 99.66 | |
| Khan et al.Variant=Adapter2025.12 | 99.58 | |
| Khan et al.Variant=Prompt Tuning2025.12 | 99.42 | |
| Ojha et al.Variant=CLIP Linear Probing2025.12 | 98.73 | |
| Khan et al.Variant=Fine Tuning2025.12 | 98.65 | |
| Khan et al.Variant=Linear Probing2025.12 | 97.77 | |
| Gragn. et al.Variant=ResNet-50 No Downsample2025.12 | 97.57 | |
| Adapter_v2Method Group=Ours_v22025.12 | 95.64 | |
| Adapter_v0Method Group=Ours_v02025.12 | 94.87 | |
| Adapter_v1Method Group=Ours_v12025.12 | 94.86 | |
| AdaptPrompt_v2Method Group=Ours_v22025.12 | 94.24 | |
| AdaptPrompt_v0Method Group=Ours_v02025.12 | 91.53 | |
| AdaptPrompt_v1Method Group=Ours_v12025.12 | 91.53 | |
| Prompt Tuning_v2Method Group=Ours_v22025.12 | 90.29 | |
| Prompt Tuning_v0Method Group=Ours_v02025.12 | 88.53 | |
| Prompt Tuning_v1Method Group=Ours_v12025.12 | 88.53 | |
| Linear Probing_v2Method Group=Ours_v22025.12 | 83.06 | |
| Wang et al.Variant=Blur+JPEG (0.1)2025.12 | 83.04 | |
| Wang et al.Variant=Blur+JPEG (0.5)2025.12 | 82.63 | |
| Linear Probing_v0Method Group=Ours_v02025.12 | 74.51 | |
| Corvi et al.Variant=Latent/LSUN2025.12 | 74.25 | |
| Fine Tuning_v0Method Group=Ours_v02025.12 | 70.93 | |
| Fine Tuning_v2Method Group=Ours_v22025.12 | 70.84 | |
| Fine Tuning_v1Method Group=Ours_v12025.12 | 65.5 |