3D Shape Reconstruction from Videos on FakeAVCeleb

Metric: ROC AUC (higher is better)

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#	Model↕	ROC AUC▼	Extra Data	Paper	Date↕	Code
1	FACTOR	97.4	No	Detecting Deepfakes Without Seeing Any	2023-11-02	Code
2	RealForensics	97.1	No	Leveraging Real Talking Faces via Self-Supervisi...	2022-01-18	Code
3	AVAD	94.5	No	Self-Supervised Video Forensics by Audio-Visual ...	2023-01-04	Code
4	FTCN	93.1	No	Exploring Temporal Coherence for More General Vi...	2021-08-15	Code
5	LipForensics	91.1	No	Lips Don't Lie: A Generalisable and Robust Appro...	2020-12-14	Code
6	AD DFD	88.1	No	-	-	-
7	Xception	85.3	No	FaceForensics++: Learning to Detect Manipulated ...	2019-01-25	Code
8	AVBYOL	59.2	No	Leveraging Real Talking Faces via Self-Supervisi...	2022-01-18	Code
9	VQGAN	51.8	No	Taming Transformers for High-Resolution Image Sy...	2020-12-17	Code

#1FACTORSOTA
97.4
ROC AUC· 2023-11-02
Detecting Deepfakes Without Seeing Any Code
#2RealForensicsSOTA
97.1
ROC AUC· 2022-01-18
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection Code
#3AVAD
94.5
ROC AUC· 2023-01-04
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Code
#4FTCNSOTA
93.1
ROC AUC· 2021-08-15
Exploring Temporal Coherence for More General Video Face Forgery Detection Code
#5LipForensicsSOTA
91.1
ROC AUC· 2020-12-14
Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection Code
#6AD DFD
88.1
ROC AUC
No paper
#7XceptionSOTA
85.3
ROC AUC· 2019-01-25
FaceForensics++: Learning to Detect Manipulated Facial Images Code
#8AVBYOL
59.2
ROC AUC· 2022-01-18
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection Code
#9VQGAN
51.8
ROC AUC· 2020-12-17
Taming Transformers for High-Resolution Image Synthesis Code