OpenCodePapers
deepfake-detection-on-fakeavceleb-1
DeepFake Detection
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
ROC AUC
↕
AP
↕
Accuracy (%)
↕
ModelName
ReleaseDate
↕
Detecting Deepfakes Without Seeing Any
✓ Link
97.4
96.8
FACTOR
2023-11-02
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection
✓ Link
97.1
95.3
RealForensics
2022-01-18
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection
✓ Link
94.5
94.2
AVAD
2023-01-04
Exploring Temporal Coherence for More General Video Face Forgery Detection
✓ Link
93.1
92.3
FTCN
2021-08-15
Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection
✓ Link
91.1
89.4
LipForensics
2020-12-14
Joint Audio-Visual Deepfake Detection
88.1
88.8
AD DFD
2021-01-01
FaceForensics++: Learning to Detect Manipulated Facial Images
✓ Link
85.3
84.8
Xception
2019-01-25
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection
✓ Link
59.2
73.9
AVBYOL
2022-01-18
Taming Transformers for High-Resolution Image Synthesis
✓ Link
51.8
55.0
VQGAN
2020-12-17
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection
99.29
AV-Lip-Sync+
2023-11-05
AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection
98.57
Avtenet
2023-10-19
Lip Sync Matters: A Novel Multimodal Forgery Detector
✓ Link
94
AV-Lip-Sync Model
2022-11-07
Lip Sync Matters: A Novel Multimodal Forgery Detector
✓ Link
89
Multimodal Ensemble Model
2022-11-07