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ResearchFormerly WizWand

Deepfake Detection on Aggregate All Unseen (test)

98.06mAPKhan et al.
71.633678.494385.35592.2157Dec 19, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Khan et al.Variant=Prompt Tuning2025.1298.06
Khan et al.Variant=Adapter2025.1297.27
Khan et al.Variant=Fine Tuning2025.1296.29
Adapter_v2Method Group=Ours_v22025.1296.02
AdaptPrompt_v2Method Group=Ours_v22025.1295.91
Adapter_v0Method Group=Ours_v02025.1295.53
Adapter_v1Method Group=Ours_v12025.1295.53
Khan et al.Variant=Linear Probing2025.1295.22
AdaptPrompt_v0Method Group=Ours_v02025.1294.5
AdaptPrompt_v1Method Group=Ours_v12025.1294.46
Gragn. et al.Variant=ResNet-50 No Downsample2025.1294.24
Prompt Tuning_v2Method Group=Ours_v22025.1293.88
Prompt Tuning_v0Method Group=Ours_v02025.1293.62
Prompt Tuning_v1Method Group=Ours_v12025.1293.62
Ojha et al.Variant=CLIP Linear Probing2025.1293.05
Fine Tuning_v0Method Group=Ours_v02025.1291.73
Corvi et al.Variant=ProGAN/LSUN2025.1291.52
Fine Tuning_v2Method Group=Ours_v22025.1291.43
Fine Tuning_v1Method Group=Ours_v12025.1290.44
Linear Probing_v2Method Group=Ours_v22025.1289.81
Linear Probing_v0Method Group=Ours_v02025.1287.5
Wang et al.Variant=Blur+JPEG (0.1)2025.1281.18
Corvi et al.Variant=Latent/LSUN2025.1279.93
Wang et al.Variant=Blur+JPEG (0.5)2025.1272.65