Temporal Forgery Localization on LAV-DF cross-dataset evaluation from AV-Deepfake1M (test) benchmark leaderboard · SOTA2 Research

Temporal Forgery Localization on LAV-DF cross-dataset evaluation from AV-Deepfake1M (test)

21.81mAP@IoU=0.1RT-DeepLoc

Evaluation Results

Method	Links
RT-DeepLoc2026.01		21.81	20.36	18.39	16.63	14.88	13.47	11.06	16.66	82.41	82.41	82.39	77.55	81.19
UMMAFormer2026.01		13.93	13.56	13.13	12.76	12.42	12.14	11.83	12.82	32.35	31.98	31.54	30.43	31.58
MFMS2026.01		13.48	12.66	12.01	11.52	11.04	10.59	10.06	11.62	35.38	32.86	30.51	27.49	31.56
CoLA2026.01		1.35	0.13	0.03	0.01	0.01	0.01	0.01	0.22	20.71	19.95	16.13	8.17	11.06
LOCO2026.01		0.27	0.04	0.01	0	0	0	0	0.05	5.95	5.95	5.72	3.54	5.29