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ResearchFormerly WizWand

Image Deepfake Detection on WDF

0.93AUCDefakerOne
0.028320.262410.49650.73059Aug 30, 2024Dec 11, 2024Mar 25, 2025Jul 6, 2025Oct 18, 2025Jan 29, 2026May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DefakerOneModel Category=MLLMs2026.050.93
EffortModel Category=Vision Models2026.050.859
OursTraining Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.848
CDFAModel Category=Vision Models2026.050.84
CFMVenues=TIFS 2023, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.823
Ivy-xDetectorModel Category=MLLMs2026.050.821
DCLVenues=AAAI 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.776
UCFVenues=ICCV 2023, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.774
RECCEVenues=CVPR 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.756
LSDAVenues=CVPR 2024, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.756
F3NetVenues=ECCV 2020, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.728
COREVenues=CVPRW 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.724
SBIVenues=CVPR 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.703
SPSLVenues=CVPR 2021, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.702
SRMVenues=CVPR 2021, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.080.702
FFDNModel Category=Vision Models2026.050.639
FakeVLMModel Category=MLLMs2026.050.639
DRCTModel Category=Vision Models2026.050.634
MesorchModel Category=Vision Models2026.050.609
TruforModel Category=Vision Models2026.050.562
DTDModel Category=Vision Models2026.050.356
ForensicMOEModel Category=MLLMs2026.050.211
VeritasModel Category=MLLMs2026.050.063