Coarse Unified Face Attack Detection on UniAttackData Protocol 2 benchmark leaderboard · SOTA2 Research

Coarse Unified Face Attack Detection on UniAttackData Protocol 2

100Real Face ACCGLM-4.6V

Evaluation Results

Method	Links
GLM-4.6V2026.05		100	0	0	100	0.43	49.8	6.7	56.2
Gemini-3-Pro2026.05		100	0	72.8	26.1	14.6	42.9	31.4	36.9
UniShield2026.05		99.3	0.67	99.8	0.22	99.4	0.37	99.5	0.36
UniShield2026.05		99	1	97.2	1.4	98.9	1.09	98.6	1.14
HiPTune2026.05		96.1	1.96	99.3	0.33	98.7	0.67	98.9	0.69
CDCN2026.05		89	11	97.3	2.67	98.9	1.11	98	2.04
UniAttackDetection2026.05		88	6	99.1	0.44	99.6	0.19	98.8	0.61
CLIP2026.05		86.7	6.67	99.1	0.44	99.6	0.23	98.7	0.68
CoOp2026.05		75.7	12.2	99.7	0.17	98.4	0.79	97.2	1.39
GPT-5.22026.05		38.3	30.8	1.67	49.2	67	27	53	31.5