notesum.ai

Published at December 10

cs.CV

cs.AI

Released Date: December 10, 2024

Authors: Weihua Liu¹, Jianhua Qiu¹, Said Boumaraf¹, Chaochao lin¹, Pan liyuan¹, Lin Li¹, Mohammed Bennamoun¹, Naoufel Werghi¹

Aff.: ¹University

Methods	FF++ (LQ)		Celeb-DF		DFFD		DFDC
Methods	Acc(%)	AUC(%)	Acc(%)	AUC(%)	Acc(%)	AUC(%)	Acc(%)	AUC(%)
Multi-task [17]	81.30^‡	75.59^‡	–	–	–	–	–	–
Xception [9]	86.86^‡	89.30^‡	97.90^‡	99.73^‡	–	–	–	–
F³-Net [11]	93.02^†	95.80^†	95.97	98.70	95.84	97.51	76.12	88.47
MultiAtt [33]	88.69^†	90.40^†	97.92	99.94	97.26	99.12	76.88	90.14
PEL [49]	90.52^†	94.28^†	98.52	99.63	97.58	99.86	80.37	91.06
RECCE [14]	91.03^†	95.02^†	98.59^†	99.94^†	97.63	99.86	81.20^†	91.33^†
BENet (ours)	96.83	98.72	99.23	99.98	98.96	99.93	90.43	96.38