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Face Forgery Detection on Protocol 1 Dataset Incremental (SDv21, FF++, DFDCP, CDF)

99.99SDv21 Score

SUR-LID

Updated 1mo ago

Evaluation Results

Method
SUR-LID 2024.11	99.99	-	-	-	99.99
SUR-LID 2026.04	99.99	-	-	-	99.99
DFIL 2026.04	99.99	-	-	-	99.99
SUR-LID 2026.04	99.99	-	-	-	99.99
SUR-LID 2026.04	99.99	90.9	-	-	95.45
Coda-Prompt 2026.04	99.99	-	-	-	99.99
AIFIND 2026.04	99.99	-	-	-	99.99
AIFIND 2026.04	99.99	94.84	-	-	97.42
AIFIND 2026.04	99.99	93.97	92.67	-	95.54
Lower Bound 2024.11	99.98	-	-	-	99.98
LwF 2024.11	99.98	-	-	-	99.98
iCaRL 2024.11	99.98	-	-	-	99.98
DER 2024.11	99.98	-	-	-	99.98
CoReD 2024.11	99.98	-	-	-	99.98
DFIL 2024.11	99.98	-	-	-	99.98
HDP 2024.11	99.98	-	-	-	99.98
CoReD 2026.04	99.98	-	-	-	99.98
DFIL 2026.04	99.98	-	-	-	99.98
HDP 2026.04	99.98	-	-	-	99.98
SUR-LID 2026.04	99.97	90.12	92.38	-	94.16
SUR-LID 2026.04	99.97	88.38	93.94	97.14	94.86
CL-LoRA 2026.04	99.97	-	-	-	99.97
AIFIND 2026.04	99.88	93.27	95.51	98.79	96.86
SUR-LID 2024.11	99.86	0.8844	0.9161	-	93.3
SUR-LID 2026.04	99.86	88.44	91.61	-	93.3
SUR-LID 2024.11	99.71	0.8479	0.9067	0.9744	93.15
SUR-LID 2026.04	99.71	84.79	90.67	97.44	93.15
SUR-LID 2024.11	99.37	0.9485	-	-	97.11
SUR-LID 2026.04	99.37	94.85	-	-	97.11
DFIL 2026.04	98.97	83.72	91.92	-	91.54
DFIL 2024.11	96.92	0.8164	0.9088	-	89.81
DFIL 2026.04	96.92	81.64	90.88	-	89.81
DFIL 2026.04	94.13	75.23	82.41	99.23	87.75
HDP 2024.11	93.41	0.8532	0.8737	-	88.7
HDP 2026.04	93.41	85.32	87.37	-	88.7
DFIL 2024.11	93.26	0.7397	0.7908	0.9881	86.28
DFIL 2026.04	93.26	73.97	79.08	98.81	86.28
HDP 2024.11	90.55	0.8039	0.8412	0.9501	87.52
HDP 2026.04	90.55	80.39	84.12	95.01	87.52
CoReD 2024.11	87.18	0.8376	0.7987	0.9341	86.06
CoReD 2026.04	87.18	83.76	79.87	93.41	86.06
Coda-Prompt 2026.04	85.64	83.15	90.26	-	86.35
CoReD 2024.11	85.55	0.9096	0.8154	-	86.02
CoReD 2026.04	85.55	90.96	81.54	-	86.02
HDP 2024.11	83.73	0.9507	-	-	89.4
HDP 2026.04	83.73	95.07	-	-	89.4
DFIL 2026.04	83.42	95.81	-	-	89.62
Coda-Prompt 2026.04	80.49	74.92	81.31	94.13	82.71
CL-LoRA 2026.04	80.15	88.96	89.91	-	86.34
Coda-Prompt 2026.04	79.58	93.23	-	-	86.45
CL-LoRA 2026.04	78.92	94.21	-	-	86.56
CL-LoRA 2026.04	77.42	82.56	85.49	96.26	85.43
LwF 2024.11	75.32	0.9479	-	-	85.06
CoReD 2024.11	74.59	0.9433	-	-	84.46
CoReD 2026.04	74.59	94.33	-	-	84.46
DFIL 2024.11	74	0.9466	-	-	84.33
DFIL 2026.04	74	94.66	-	-	84.33
Lower Bound 2024.11	73.92	0.946	-	-	84.26
DER 2024.11	73.53	0.9518	-	-	84.36
iCaRL 2024.11	72.67	0.9459	-	-	83.63
iCaRL 2024.11	70.1	0.7447	0.9135	-	78.64
Lower Bound 2024.11	70.04	0.7136	0.9133	-	77.58
iCaRL 2024.11	65.2	0.6789	0.7501	0.9805	76.54
DER 2024.11	63.78	0.7402	0.9092	-	76.24
LwF 2024.11	61.54	0.8133	0.8336	0.9263	79.72
DER 2024.11	60.71	0.656	0.7651	0.9873	75.39
LwF 2024.11	58.07	0.905	0.837	-	77.42
Lower Bound 2024.11	52.8	0.6362	0.7636	0.9816	72.6