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Benchmarks
Frame-level Deepfake Detection on DFDC
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0.843
AUC
F. Adap.
0.6246
0.6813
0.738
0.7947
Jan 22, 2026
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
F. Adap.
DFD=true, MLLM=false
2026.01
0.843
X2-DFD
DFD=true, MLLM=true
2026.01
0.835
Trident
DFD=true, MLLM=false
2026.01
0.826
RLSBI
DFD=false, MLLM=true
2026.01
0.818
LSDA
DFD=true, MLLM=false
2026.01
0.736
ED
DFD=true, MLLM=false
2026.01
0.721
UCF
DFD=true, MLLM=false
2026.01
0.719
RECCE
DFD=true, MLLM=false
2026.01
0.713
X-Ray
DFD=true, MLLM=false
2026.01
0.633
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