Iris Recognition on CASIA-Iris-Thousand benchmark leaderboard · SOTA2 Research

Iris Recognition on CASIA-Iris-Thousand

0EERVeriEye

Evaluation Results

Method	Links
VeriEye2026.05		0	100	4.61	90	90	0	0	2.35
VeriEye2026.05		0	100	4.7	100	100	0	0	—
WCI2026.05		0.47	99.91	4.66	99.93	100	0.65	0.92	—
WCI2026.05		0.57	99.88	4.46	89.38	89.4	0.8	1.14	12.18
ArcIris2026.05		0.83	99.94	4.1	99.86	100	2.08	3.47	—
ArcIris2026.05		1.32	99.84	3.71	89.96	90.06	3.4	5.82	0.6
ArcIris2026.05		1.69	—	—	89.98	90.07	3.9	6.29	0.6
VeriEye2026.05		1.87	—	—	90.02	90.02	1.88	1.88	2.35
TripletIris2026.05		2.23	99.8	4.05	99.66	99.93	10.27	19.17	—
TripletIris2026.05		2.82	99.67	3.82	89.69	90.03	13.7	24.85	0.6
HDBIF2026.05		2.84	99.45	3.42	99.59	99.93	9.22	15.38	—
TripletIris2026.05		3.07	—	—	77.57	90.06	99.43	99.43	0.6
HDBIF2026.05		3.26	99.3	3.32	89.77	90.02	10.77	24.43	0.43
Proposed Method2026.07		3.35	—	—	—	—	—	—	—
HDBIF2026.05		3.51	—	—	89.77	90.02	11.09	24.67	0.43
DGR2026.05		3.67	99.42	3.51	99.17	99.93	18.04	37.56	—
Alignment-Robust2026.07		3.98	—	—	—	—	—	—	—
DGR2026.05		4.19	99.06	3.32	89.21	89.96	20.35	41.83	0
DGR2026.05		4.19	—	—	89.21	89.96	20.35	41.83	0
IrisSPT2026.07		4.43	—	—	—	—	—	—	—
OSIRIS2026.05		7.86	96.86	2.6	98.07	99.31	25.72	38.93	—
Unprotected (Rows 2–6)2026.07		10.12	—	—	—	—	—	—	—
WCI2026.05		11.31	—	—	90.04	90.06	11.79	12.1	12.18
Unprotected (baseline)2026.07		11.45	—	—	—	—	—	—	—
OSIRIS2026.05		11.75	93.8	2.2	87.07	88.75	33.77	47.96	0
OSIRIS2026.05		11.75	—	—	87.07	88.75	33.77	47.96	0
USITv32026.05		25.17	71.7	0.31	43.63	59.55	82.47	82.47	—
USITv32026.05		26.83	69.85	0.28	33.73	52.05	78.7	78.7	0
USITv32026.05		26.83	—	—	33.73	52.05	78.7	78.7	0