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Benchmarks
Frame-level Deepfake Detection on CDF2
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0.905
AUC
RLSBI
0.66996
0.73098
0.792
0.85302
Jan 22, 2026
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
RLSBI
DFD=false, MLLM=true
2026.01
0.905
X2-DFD
DFD=true, MLLM=true
2026.01
0.903
F. Adap.
DFD=true, MLLM=false
2026.01
0.9
ED
DFD=true, MLLM=false
2026.01
0.864
Trident
DFD=true, MLLM=false
2026.01
0.861
ProDet
DFD=true, MLLM=false
2026.01
0.842
FFTG
DFD=false, MLLM=true
2026.01
0.832
LSDA
DFD=true, MLLM=false
2026.01
0.83
SBI
DFD=true, MLLM=false
2026.01
0.813
UCF
DFD=true, MLLM=false
2026.01
0.753
RECCE
DFD=true, MLLM=false
2026.01
0.732
X-Ray
DFD=true, MLLM=false
2026.01
0.679
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