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Image Deepfake Detection on DFBench Overall (Full partition)
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54.44
Accuracy
SCEP
9.7824
21.3762
32.97
44.5638
Mar 18, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
SCEP
Backbone=Gemma-3
2026.03
54.44
53
DynamicViT
Backbone=Gemma-3
2026.03
43.66
51
A-ViT
Backbone=Gemma-3
2026.03
42.59
49
Gemma-3
2026.03
41.86
47
MiniCPM-V
2026.03
23.03
27
Owl2.1
2026.03
22.2
21
Qwen3-VL
2026.03
22.2
17
Kimi-VL
2026.03
18.89
29
Janus-Pro
2026.03
11.5
16
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